From fd4608d6d85554bda6edf014959cb1f5e6b54e14 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Tue, 17 Mar 2026 23:01:00 +0000 Subject: [PATCH 01/10] Draft: What the tests confirmed --- src/pages/blog/what-the-tests-confirmed.md | 84 ++++++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 src/pages/blog/what-the-tests-confirmed.md diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md new file mode 100644 index 000000000..219eb5150 --- /dev/null +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -0,0 +1,84 @@ +--- +author: 'hga' +title: 'What the tests confirmed' +description: 'A thousand passing tests, and a hypothesis about what they couldn''t see.' +category: 'ai' +layout: '../../layouts/BlogPost.astro' +publishedDate: '2026-03-24' +heroImage: 'what-the-tests-confirmed.jpg' +tags: + - 'ai' + - 'allium' + - 'legacy' + - 'specification' + - 'testing' +--- + +

I'd never seen the codebase before. Fifty thousand lines of Python, a thousand tests, all passing. Built by a single developer over hundreds of commits. I had a hypothesis: that distilling a behavioural specification from the code would reveal things the code and its tests couldn't see on their own. A few hours later I had six confirmed bugs, three of them endorsed by the very tests that were supposed to catch them.

+ +The system was production code for a financial services firm, actively used, healthy by every standard measure. + +## The hypothesis + +Code and tests can confirm a shared assumption rather than the underlying truth. I'd [argued this recently](/blog/new-vocabulary-for-an-old-problem), using the analogy of the Great Trigonometrical Survey of India: two independent measurements of the same distance that both turned out to need a deeper structural model to explain where they diverged. A behavioural specification, I'd suggested, could serve as that model for software: a statement of what the system is *for*, precise enough to expose where code and tests fall short of that intent. + +I wanted to see if the theory held against production code I'd never read. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, writing the specification first and generating the implementation from it. This was the opposite direction: distilling specifications from code that already existed, then using the disagreements to find what the code and its tests were both missing. + +## Thirty corrections + +The process starts by reading the codebase and inferring its behavioural contracts: what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. + +Then I checked the specs against the code. They were wrong in thirty places. + + + +Enum values that didn't match stored data. A quality check described as continuous that actually ran on demand. A statistical calculation the spec described as cross-sectional when the code computed something temporal. Each correction forced a more precise understanding. A spec that says "calculate the [Z-score](https://en.wikipedia.org/wiki/Standard_score) across entities for the latest date" makes a different claim from "calculate the Z-score across dates for each entity's change series". The code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each correction marking a place where a first reading of the code had been plausible but wrong. + +I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached: API contracts, analytics pipelines, input validation. Ten specification files in total, checked and rechecked. Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. + +## Dead letters + +With the specifications verified, I pivoted. Could they highlight likely bugs? + +One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key. The producer never populated that key. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. The specification made this visible because it described both sides of the contract in the same place: one function produces a list, the other consumes it. The mismatch was obvious once the contract was stated plainly. + + + +Another function iterated over rows to create tickets for statistical outliers. Each ticket needed an identifier for the entity it flagged. The identifier lived in the table's index, but the iteration pattern discarded the index, then looked for the value inside the row data. It wasn't there. Every ticket fell back to "Unknown". The code had the right intent. It lost the value between two adjacent lines. + +Six bugs in total, all following the same shape: ordinary logic errors, the kind [unit tests](https://en.wikipedia.org/wiki/Unit_testing) exist to catch. They survived a thousand passing tests because nobody had stated, precisely enough to check against, what these functions were supposed to produce. When a single developer writes both the code and its tests, both artefacts carry the same understanding. Including the same gaps. + +## Passing for the wrong reasons + +Then I found something more unsettling. Not bugs the tests had missed, but bugs the tests had confirmed. + +A function calculates the proportion of days where a metric exceeded a movement threshold. It [differences](https://en.wikipedia.org/wiki/Finite_difference) consecutive values, which produces a leading null for the first entry since there's no prior value to compare against. That null evaluates to false in the threshold comparison, correctly excluded from the count of exceedances. But when the function averages the boolean result, the null inflates the denominator. For four observations where every genuine change exceeds the threshold, the function reports 75% instead of 100%. + +```python +def pct_exceeding(values, threshold): + changes = diff(values) # [null, 150, -70, 120] + exceeds = abs(changes) > threshold + return exceeds.mean() + +assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes +``` + + + +The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. Code and test shared the same partial understanding and reinforced each other. + +**A unit test checks that code does what the developer intended. If the developer's understanding was partial, the test encodes that partial understanding.** The test can't fail, because it was built on the same assumptions as the code it tests. Testing researchers have a name for this difficulty: the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle). Knowing what the correct output should be is the hardest part of testing, and when the same person writes both the code and the test, the oracle is the developer's own understanding. The specification bypasses this by reconstructing intent from the system as a whole rather than from any individual function. In the specification's picture, 100% is correct: the denominator should count only the entries where a comparison was meaningful. + +## What the specification sees + +Distilling a specification from code is not transcription. You read the system, infer its purpose and state that purpose in language precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was written from the same vantage point as the code. + +The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. That is how it could disagree with both the code and the tests while drawing on nothing but the code as input: it derived the same intent from a wider view than any single function had access to. + +The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Areas of the system remain unexamined. But the mechanism is clear: force implicit contracts into explicit language, and the places where reality diverges from intent become visible. + +Every codebase has tests that pass. The question worth asking is what they're agreeing on. + +--- + +If you'd like to explore what specification-driven development looks like for your systems, we'd welcome [a conversation](mailto:info@juxt.pro?subject=Specification-driven%20development). 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z^f3-*>@qL6jlERSW-2H*b<gA1CK$DeMItp#nbQ8=gP14kO( zf=x|}6+pkr?p%wHd!mie4qw;#vvP=n?}supEBv>ht|RAPE;Tw3G4pdPTcIx&uiAWsuZ|ewe+g6VHUqAs{`LRrD4kd0mHh9s-i6NAr~e*RI{(%0>$=rK)9)k_ z`op(`q!TVt>dvvuC#`BSur9j?2BY=eF%=k_pf#meMl!MMuEZ^y?9N@fi+%+MS4Pf8 zma%INcn<3h#1!B8W-1OGM6X14ibvGk{+OJp8TGRFRGs+l`!edxRNuxsJs5+@?6vU6uahIUQ_nrzpTQS0DfZe%V3Vt^s5ln6?MtK&}c_` z{j=43)Bde{*sTj(G;f#q1uJ5dzaJ}NEgdL*PU_ZaH1dUr*RVLH?Hv2tzt#T( Date: Wed, 18 Mar 2026 00:30:31 +0000 Subject: [PATCH 03/10] Rework mechanism explanation, add two-models insight and Asimov quote --- src/pages/blog/what-the-tests-confirmed.md | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index 219eb5150..2cc56eff9 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -20,7 +20,9 @@ The system was production code for a financial services firm, actively used, hea ## The hypothesis -Code and tests can confirm a shared assumption rather than the underlying truth. I'd [argued this recently](/blog/new-vocabulary-for-an-old-problem), using the analogy of the Great Trigonometrical Survey of India: two independent measurements of the same distance that both turned out to need a deeper structural model to explain where they diverged. A behavioural specification, I'd suggested, could serve as that model for software: a statement of what the system is *for*, precise enough to expose where code and tests fall short of that intent. +Every developer holds two models in their head simultaneously: what the business needs the system to do, and what the code actually does. They translate between these constantly, so fluently that the translation becomes invisible. A developer reads a line that says `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because the domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model is filling in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. + +I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that code and tests are two measurements of the same intent, and that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a structural model: a statement of what the system is *for*, stated in its own language, precise enough to expose where code and tests diverge from that intent. The specification forces the two models apart. It writes down the domain model separately, so the gap between intent and implementation becomes something you can check rather than something you instinctively bridge. I wanted to see if the theory held against production code I'd never read. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, writing the specification first and generating the implementation from it. This was the opposite direction: distilling specifications from code that already existed, then using the disagreements to find what the code and its tests were both missing. @@ -38,6 +40,8 @@ I ran the verification more than once. The second pass caught things the first h ## Dead letters +[Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science, the one that heralds new discoveries, is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. + With the specifications verified, I pivoted. Could they highlight likely bugs? One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key. The producer never populated that key. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. The specification made this visible because it described both sides of the contract in the same place: one function produces a list, the other consumes it. The mismatch was obvious once the contract was stated plainly. @@ -67,15 +71,17 @@ assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. Code and test shared the same partial understanding and reinforced each other. -**A unit test checks that code does what the developer intended. If the developer's understanding was partial, the test encodes that partial understanding.** The test can't fail, because it was built on the same assumptions as the code it tests. Testing researchers have a name for this difficulty: the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle). Knowing what the correct output should be is the hardest part of testing, and when the same person writes both the code and the test, the oracle is the developer's own understanding. The specification bypasses this by reconstructing intent from the system as a whole rather than from any individual function. In the specification's picture, 100% is correct: the denominator should count only the entries where a comparison was meaningful. +This is the two-models problem made concrete. The developer's domain model said "calculate the proportion of large moves". The code model introduced a null entry from the differencing step. Somewhere in the translation between one and the other, the denominator quietly changed meaning, and because the developer holds both models simultaneously, the 75% looked right. It *felt* like what the function should return. **A unit test checks that code does what the developer intended. If the developer's understanding was partial, the test encodes that partial understanding.** Testing researchers have a name for this difficulty: the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle). When the same person writes both the code and the test, the oracle is the developer's own mental model, and the mental model is exactly what's wrong. ## What the specification sees -Distilling a specification from code is not transcription. You read the system, infer its purpose and state that purpose in language precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was written from the same vantage point as the code. +A senior engineer reading unfamiliar code doesn't just trace execution paths. They build a model of what the system is trying to accomplish, then test the code against it. "This looks like an alerting system. Alerts should carry identifiers. Where's the identifier?" That's not [pattern matching](https://en.wikipedia.org/wiki/Pattern_matching_(computer_science)). It's model-based reasoning: inferring the purpose of the system and measuring the code against that purpose. + +Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was written from the same vantage point as the code. The specification can see it because it holds the domain model apart from the code model, in a form where the distance between them is measurable. -The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. That is how it could disagree with both the code and the tests while drawing on nothing but the code as input: it derived the same intent from a wider view than any single function had access to. +The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. That is how it could disagree with both the code and the tests while drawing on nothing but the code as input: it derived intent from a wider view than any single function had access to, then stated that intent in language the function could be checked against. -The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Areas of the system remain unexamined. But the mechanism is clear: force implicit contracts into explicit language, and the places where reality diverges from intent become visible. +The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Areas of the system remain unexamined. But the mechanism is clear: separate the domain model from the code model, state each precisely, and the places where reality diverges from intent become visible. Every codebase has tests that pass. The question worth asking is what they're agreeing on. From 89ff035c31473db1f4c1175c331e4de4045be0f2 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 12:30:22 +0000 Subject: [PATCH 04/10] Thread map metaphor through post, open with Snow's cholera map --- src/pages/blog/what-the-tests-confirmed.md | 44 +++++++++++----------- 1 file changed, 22 insertions(+), 22 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index 2cc56eff9..de4f9a65b 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -14,19 +14,19 @@ tags: - 'testing' --- -

I'd never seen the codebase before. Fifty thousand lines of Python, a thousand tests, all passing. Built by a single developer over hundreds of commits. I had a hypothesis: that distilling a behavioural specification from the code would reveal things the code and its tests couldn't see on their own. A few hours later I had six confirmed bugs, three of them endorsed by the very tests that were supposed to catch them.

+

In 1854, London had detailed maps of its streets. John Snow drew a different map of the same city, plotting cholera deaths instead of buildings, and saw what the street maps could never show: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong. They were answering a different question.

-The system was production code for a financial services firm, actively used, healthy by every standard measure. +Code is a map too. It charts implementation: how to calculate this value, where to store that result. Tests are a second map, charting expected values: given this input, produce that output. Both are accurate as far as they go. But like London's street maps, both answer a specific question, and the question they don't ask is the one that reveals the pattern underneath. -## The hypothesis +## The same vantage point -Every developer holds two models in their head simultaneously: what the business needs the system to do, and what the code actually does. They translate between these constantly, so fluently that the translation becomes invisible. A developer reads a line that says `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because the domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model is filling in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. +Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. -I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that code and tests are two measurements of the same intent, and that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a structural model: a statement of what the system is *for*, stated in its own language, precise enough to expose where code and tests diverge from that intent. The specification forces the two models apart. It writes down the domain model separately, so the gap between intent and implementation becomes something you can check rather than something you instinctively bridge. +Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose, drawn from a vantage point neither code nor tests occupy. -I wanted to see if the theory held against production code I'd never read. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, writing the specification first and generating the implementation from it. This was the opposite direction: distilling specifications from code that already existed, then using the disagreements to find what the code and its tests were both missing. +I wanted to test the theory against production code I'd never read. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch. This was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. -## Thirty corrections +## Calibrating the map The process starts by reading the codebase and inferring its behavioural contracts: what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. @@ -36,23 +36,23 @@ Then I checked the specs against the code. They were wrong in thirty places. Enum values that didn't match stored data. A quality check described as continuous that actually ran on demand. A statistical calculation the spec described as cross-sectional when the code computed something temporal. Each correction forced a more precise understanding. A spec that says "calculate the [Z-score](https://en.wikipedia.org/wiki/Standard_score) across entities for the latest date" makes a different claim from "calculate the Z-score across dates for each entity's change series". The code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each correction marking a place where a first reading of the code had been plausible but wrong. -I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached: API contracts, analytics pipelines, input validation. Ten specification files in total, checked and rechecked. Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. +I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached, including API contracts and analytics pipelines. Ten specification files in total, checked and rechecked. Before the overlay could reveal anything, both maps had to describe the same territory accurately. Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. -## Dead letters +## What the overlay showed -[Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science, the one that heralds new discoveries, is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. +With the map calibrated, I pivoted. Could the overlay highlight likely bugs? -With the specifications verified, I pivoted. Could they highlight likely bugs? +[Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. -One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key. The producer never populated that key. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. The specification made this visible because it described both sides of the contract in the same place: one function produces a list, the other consumes it. The mismatch was obvious once the contract was stated plainly. +One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key. The producer never populated that key. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: produce a summary, iterate over it, generate tickets. On the implementation map, the connection was missing. Another function iterated over rows to create tickets for statistical outliers. Each ticket needed an identifier for the entity it flagged. The identifier lived in the table's index, but the iteration pattern discarded the index, then looked for the value inside the row data. It wasn't there. Every ticket fell back to "Unknown". The code had the right intent. It lost the value between two adjacent lines. -Six bugs in total, all following the same shape: ordinary logic errors, the kind [unit tests](https://en.wikipedia.org/wiki/Unit_testing) exist to catch. They survived a thousand passing tests because nobody had stated, precisely enough to check against, what these functions were supposed to produce. When a single developer writes both the code and its tests, both artefacts carry the same understanding. Including the same gaps. +Six bugs in total, all following the same shape: ordinary logic errors, the kind [unit tests](https://en.wikipedia.org/wiki/Unit_testing) exist to catch. They survived a thousand passing tests because nobody had drawn the map that would make them visible. -## Passing for the wrong reasons +## The confirmed reading Then I found something more unsettling. Not bugs the tests had missed, but bugs the tests had confirmed. @@ -69,21 +69,21 @@ assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes -The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. Code and test shared the same partial understanding and reinforced each other. +The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. The developer's domain model said "calculate the proportion of large moves". The code introduced a null from the differencing step, and somewhere in the translation the denominator quietly changed meaning. From the developer's vantage point, 75% looked right. Code and test, drawn from that same vantage point, reinforced each other. -This is the two-models problem made concrete. The developer's domain model said "calculate the proportion of large moves". The code model introduced a null entry from the differencing step. Somewhere in the translation between one and the other, the denominator quietly changed meaning, and because the developer holds both models simultaneously, the 75% looked right. It *felt* like what the function should return. **A unit test checks that code does what the developer intended. If the developer's understanding was partial, the test encodes that partial understanding.** Testing researchers have a name for this difficulty: the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle). When the same person writes both the code and the test, the oracle is the developer's own mental model, and the mental model is exactly what's wrong. +In 1985, [satellite instruments measuring ozone over Antarctica](https://en.wikipedia.org/wiki/Ozone_depletion#Observations_on_ozone_layer_depletion) registered readings so low that the processing software [flagged them as instrument errors](https://earthobservatory.nasa.gov/features/RemoteSensingAtmosphere/remote_sensing5.php) and filtered them out. The hole was in the data for years before anyone saw it, hidden by the very system designed to check the readings. **Tests can work the same way. When the developer's understanding is partial, the test encodes that partial understanding, and the anomaly gets filed as a confirmed reading rather than a failing one.** Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own mental model, and that model is exactly what's incomplete. -## What the specification sees +## A different vantage point -A senior engineer reading unfamiliar code doesn't just trace execution paths. They build a model of what the system is trying to accomplish, then test the code against it. "This looks like an alerting system. Alerts should carry identifiers. Where's the identifier?" That's not [pattern matching](https://en.wikipedia.org/wiki/Pattern_matching_(computer_science)). It's model-based reasoning: inferring the purpose of the system and measuring the code against that purpose. +A senior engineer reviewing unfamiliar code doesn't just trace execution paths. They build a model of what the system is trying to accomplish, then test the code against it. "This looks like an alerting system. Alerts should carry identifiers. Where's the identifier?" That's not [pattern matching](https://en.wikipedia.org/wiki/Pattern_matching_(computer_science)). It's model-based reasoning: inferring purpose and measuring the code against it. -Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was written from the same vantage point as the code. The specification can see it because it holds the domain model apart from the code model, in a form where the distance between them is measurable. +Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was drawn from the same vantage point as the code. -The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. That is how it could disagree with both the code and the tests while drawing on nothing but the code as input: it derived intent from a wider view than any single function had access to, then stated that intent in language the function could be checked against. +Snow's cholera map didn't add new streets to London. He drew the same city from a different vantage point, asking "where is disease concentrated?" instead of "where are the streets?", and the overlay of the two maps revealed what neither could show alone. The specification asks its own question of code that already contains the answer: what is this system *for*? The overlay of purpose against implementation reveals the gaps. -The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Areas of the system remain unexamined. But the mechanism is clear: separate the domain model from the code model, state each precisely, and the places where reality diverges from intent become visible. +The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the territory diverges from intent become visible. -Every codebase has tests that pass. The question worth asking is what they're agreeing on. +Every codebase has detailed maps of its implementation, but few have one drawn from a different vantage point. --- From d1be7821e3d9ef87b8d6b02f21d6e15454c9fea2 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 17:26:18 +0000 Subject: [PATCH 05/10] Lead with ozone story, move cholera map to first section --- src/pages/blog/what-the-tests-confirmed.md | 28 ++++++++++++---------- 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index de4f9a65b..2483fab1f 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -14,20 +14,26 @@ tags: - 'testing' --- -

In 1854, London had detailed maps of its streets. John Snow drew a different map of the same city, plotting cholera deaths instead of buildings, and saw what the street maps could never show: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong. They were answering a different question.

+

In 1985, satellite instruments measuring ozone over Antarctica registered readings so low that the processing software flagged them as instrument errors and filtered them out. The hole was in the data for years before anyone saw it, hidden by the very system designed to check the readings.

-Code is a map too. It charts implementation: how to calculate this value, where to store that result. Tests are a second map, charting expected values: given this input, produce that output. Both are accurate as far as they go. But like London's street maps, both answer a specific question, and the question they don't ask is the one that reveals the pattern underneath. +Code has its own checking systems. A thousand passing tests can confirm a developer's understanding so thoroughly that nobody questions whether that understanding was complete. The anomaly doesn't register as a failure. It becomes part of the record. -## The same vantage point +## A different map -Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. +In 1854, [John Snow](https://en.wikipedia.org/wiki/John_Snow) drew a [map of London](https://en.wikipedia.org/wiki/1854_Broad_Street_cholera_outbreak) that plotted cholera deaths instead of buildings. He didn't discover new facts about the city. He represented existing information from a different vantage point, and the overlay made explicit what was latent in the original data: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong. They just couldn't show what they weren't designed to measure. + +Code is a map of the same kind. It charts implementation: how to calculate this value, where to store that result. Tests are a second map, charting expected values: given this input, produce that output. Both are accurate as far as they go, and both answer a specific question. The question they don't ask is the one that reveals the pattern underneath. + + -Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose, drawn from a vantage point neither code nor tests occupy. +Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. -I wanted to test the theory against production code I'd never read. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch. This was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. +Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose, drawn from a vantage point neither code nor tests occupy. Not new information, but a new representation of what the code already contains, making explicit what was latent. ## Calibrating the map +I wanted to test the theory against production code I'd never read. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, but this was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. + The process starts by reading the codebase and inferring its behavioural contracts: what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. Then I checked the specs against the code. They were wrong in thirty places. @@ -71,7 +77,7 @@ assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. The developer's domain model said "calculate the proportion of large moves". The code introduced a null from the differencing step, and somewhere in the translation the denominator quietly changed meaning. From the developer's vantage point, 75% looked right. Code and test, drawn from that same vantage point, reinforced each other. -In 1985, [satellite instruments measuring ozone over Antarctica](https://en.wikipedia.org/wiki/Ozone_depletion#Observations_on_ozone_layer_depletion) registered readings so low that the processing software [flagged them as instrument errors](https://earthobservatory.nasa.gov/features/RemoteSensingAtmosphere/remote_sensing5.php) and filtered them out. The hole was in the data for years before anyone saw it, hidden by the very system designed to check the readings. **Tests can work the same way. When the developer's understanding is partial, the test encodes that partial understanding, and the anomaly gets filed as a confirmed reading rather than a failing one.** Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own mental model, and that model is exactly what's incomplete. +The ozone instruments over Antarctica did the same thing. The readings were accurate, but the software designed to validate them reclassified the anomaly as noise. Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own mental model, and that model is exactly what's incomplete. **The checking system detected the anomaly and filed it as expected behaviour.** ## A different vantage point @@ -79,12 +85,10 @@ A senior engineer reviewing unfamiliar code doesn't just trace execution paths. Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was drawn from the same vantage point as the code. -Snow's cholera map didn't add new streets to London. He drew the same city from a different vantage point, asking "where is disease concentrated?" instead of "where are the streets?", and the overlay of the two maps revealed what neither could show alone. The specification asks its own question of code that already contains the answer: what is this system *for*? The overlay of purpose against implementation reveals the gaps. - -The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. The specification didn't introduce new requirements. It articulated what the code was already trying to do, then showed where the implementation fell short of its own intent. Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the territory diverges from intent become visible. +The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Like Snow's cholera map, the specification didn't add new information to the city. It made explicit what was latent in the code, then showed where the implementation fell short of its own intent. Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the readings diverge from intent become visible. -Every codebase has detailed maps of its implementation, but few have one drawn from a different vantage point. +Every codebase has instruments designed to check its readings, drawn from the same vantage point as the code they verify. --- -If you'd like to explore what specification-driven development looks like for your systems, we'd welcome [a conversation](mailto:info@juxt.pro?subject=Specification-driven%20development). +If you'd like to see your systems from a different vantage point, we'd welcome [a conversation](mailto:info@juxt.pro?subject=Specification-driven%20development). From d577dbf8c5d8166f8ad8dac45d7bd5e718affb26 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 17:50:50 +0000 Subject: [PATCH 06/10] Editorial pass: split long paragraphs, fix echoes, seed model-based reasoning, add links --- src/pages/blog/what-the-tests-confirmed.md | 42 +++++++++++++--------- 1 file changed, 25 insertions(+), 17 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index 2483fab1f..2985d7fb8 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -20,49 +20,53 @@ Code has its own checking systems. A thousand passing tests can confirm a develo ## A different map -In 1854, [John Snow](https://en.wikipedia.org/wiki/John_Snow) drew a [map of London](https://en.wikipedia.org/wiki/1854_Broad_Street_cholera_outbreak) that plotted cholera deaths instead of buildings. He didn't discover new facts about the city. He represented existing information from a different vantage point, and the overlay made explicit what was latent in the original data: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong. They just couldn't show what they weren't designed to measure. +In 1854, [cholera was killing hundreds in London's Soho](https://en.wikipedia.org/wiki/1854_Broad_Street_cholera_outbreak) and nobody could identify the source. The prevailing theory blamed [bad air](https://en.wikipedia.org/wiki/Miasma_theory). -Code is a map of the same kind. It charts implementation: how to calculate this value, where to store that result. Tests are a second map, charting expected values: given this input, produce that output. Both are accurate as far as they go, and both answer a specific question. The question they don't ask is the one that reveals the pattern underneath. +[John Snow](https://en.wikipedia.org/wiki/John_Snow) took the same data everyone else had, deaths and addresses, and drew a different map: plotting cases by location instead of charting streets and buildings. He didn't discover new facts about the city. He represented existing information from a different vantage point, and the overlay made explicit what was latent in the original data: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong, they just couldn't show what they weren't designed to measure. + +Code is a map of the same kind. It charts implementation: how to calculate this value, where to store that result. Tests are a second map of expected values: given this input, produce that output. Both are accurate as far as they go, and both answer a specific question. The question they don't ask is the one that reveals the pattern underneath. -Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their domain model says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. +Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their [domain model](https://en.wikipedia.org/wiki/Domain_model) says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. -Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose, drawn from a vantage point neither code nor tests occupy. Not new information, but a new representation of what the code already contains, making explicit what was latent. +Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose drawn from a vantage point neither code nor tests occupy, articulating what the code already contains. It builds a model of what the system should do, then checks whether the code delivers. ## Calibrating the map I wanted to test the theory against production code I'd never read. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, but this was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. -The process starts by reading the codebase and inferring its behavioural contracts: what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. +The process starts by reading the codebase and inferring its [behavioural contracts](https://en.wikipedia.org/wiki/Design_by_contract): what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. Then I checked the specs against the code. They were wrong in thirty places. -Enum values that didn't match stored data. A quality check described as continuous that actually ran on demand. A statistical calculation the spec described as cross-sectional when the code computed something temporal. Each correction forced a more precise understanding. A spec that says "calculate the [Z-score](https://en.wikipedia.org/wiki/Standard_score) across entities for the latest date" makes a different claim from "calculate the Z-score across dates for each entity's change series". The code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each correction marking a place where a first reading of the code had been plausible but wrong. +Enum values that didn't match stored data, a quality check described as continuous that actually ran on demand. Each discrepancy forced a more precise understanding. A spec that says "calculate the [Z-score](https://en.wikipedia.org/wiki/Standard_score) across entities for the latest date" makes a different claim from "calculate the Z-score across dates for each entity's change series". The code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each one marking a place where a first reading of the code had been plausible but wrong. -I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached, including API contracts and analytics pipelines. Ten specification files in total, checked and rechecked. Before the overlay could reveal anything, both maps had to describe the same territory accurately. Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. +I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached, including API contracts and analytics pipelines. Ten specification files in total, checked and rechecked. -## What the overlay showed +Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. But within this codebase, the two maps were now aligned enough to overlay. -With the map calibrated, I pivoted. Could the overlay highlight likely bugs? +## What the overlay showed [Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. -One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key. The producer never populated that key. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: produce a summary, iterate over it, generate tickets. On the implementation map, the connection was missing. +One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key, but the producer never populated it. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. - +The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: produce a summary, iterate over it, generate tickets. On the implementation map, the connection was missing. -Another function iterated over rows to create tickets for statistical outliers. Each ticket needed an identifier for the entity it flagged. The identifier lived in the table's index, but the iteration pattern discarded the index, then looked for the value inside the row data. It wasn't there. Every ticket fell back to "Unknown". The code had the right intent. It lost the value between two adjacent lines. + + +Another function iterated over rows to create tickets for statistical outliers. Each ticket needed an identifier for the entity it flagged. The identifier lived in the table's index, but the iteration pattern discarded the index, then looked for the value inside the row data. It wasn't there. Every ticket fell back to "Unknown". The code had the right intent but lost the value between two adjacent lines. Six bugs in total, all following the same shape: ordinary logic errors, the kind [unit tests](https://en.wikipedia.org/wiki/Unit_testing) exist to catch. They survived a thousand passing tests because nobody had drawn the map that would make them visible. ## The confirmed reading -Then I found something more unsettling. Not bugs the tests had missed, but bugs the tests had confirmed. +Then I found something more unsettling: tests that confirmed the wrong answer. -A function calculates the proportion of days where a metric exceeded a movement threshold. It [differences](https://en.wikipedia.org/wiki/Finite_difference) consecutive values, which produces a leading null for the first entry since there's no prior value to compare against. That null evaluates to false in the threshold comparison, correctly excluded from the count of exceedances. But when the function averages the boolean result, the null inflates the denominator. For four observations where every genuine change exceeds the threshold, the function reports 75% instead of 100%. +A function calculates the proportion of days where a metric exceeded a movement threshold. It [differences](https://en.wikipedia.org/wiki/Finite_difference) consecutive values, which produces a leading [null](https://en.wikipedia.org/wiki/NaN) for the first entry since there's no prior value to compare against. That null evaluates to false in the threshold comparison, correctly excluded from the count of exceedances. But when the function averages the boolean result, the null inflates the denominator. For four observations where every genuine change exceeds the threshold, the function reports 75% instead of 100%. ```python def pct_exceeding(values, threshold): @@ -75,9 +79,11 @@ assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes -The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. The developer's domain model said "calculate the proportion of large moves". The code introduced a null from the differencing step, and somewhere in the translation the denominator quietly changed meaning. From the developer's vantage point, 75% looked right. Code and test, drawn from that same vantage point, reinforced each other. +The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. + +The developer's domain model said "calculate the proportion of large moves". The code introduced a null from the differencing step, and somewhere in the translation the denominator quietly changed meaning. From the developer's perspective, 75% looked right. Code and test, drawn from that same vantage point, reinforced each other. -The ozone instruments over Antarctica did the same thing. The readings were accurate, but the software designed to validate them reclassified the anomaly as noise. Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own mental model, and that model is exactly what's incomplete. **The checking system detected the anomaly and filed it as expected behaviour.** +The ozone instruments over Antarctica did the same thing. The readings were accurate, but the software designed to validate them reclassified the anomaly as noise. Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own [mental model](https://en.wikipedia.org/wiki/Mental_model), and that model is exactly what's incomplete. **The checking system detected the anomaly and filed it as expected behaviour.** ## A different vantage point @@ -85,7 +91,9 @@ A senior engineer reviewing unfamiliar code doesn't just trace execution paths. Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was drawn from the same vantage point as the code. -The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Like Snow's cholera map, the specification didn't add new information to the city. It made explicit what was latent in the code, then showed where the implementation fell short of its own intent. Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the readings diverge from intent become visible. +The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Like Snow's cholera map, the specification didn't add new information to the city. It made explicit what was latent in the code, then showed where the implementation fell short of its own intent. + +Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the readings diverge from intent become visible. Every codebase has instruments designed to check its readings, drawn from the same vantage point as the code they verify. From 9093615d9712e06c5af22019eeb1576029d61693 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 21:19:55 +0000 Subject: [PATCH 07/10] Simplify bug descriptions, disguise code example, replace Z-score detail --- src/pages/blog/what-the-tests-confirmed.md | 34 +++++++++++----------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index 2985d7fb8..f7a16d0a4 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -42,7 +42,7 @@ Then I checked the specs against the code. They were wrong in thirty places. -Enum values that didn't match stored data, a quality check described as continuous that actually ran on demand. Each discrepancy forced a more precise understanding. A spec that says "calculate the [Z-score](https://en.wikipedia.org/wiki/Standard_score) across entities for the latest date" makes a different claim from "calculate the Z-score across dates for each entity's change series". The code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each one marking a place where a first reading of the code had been plausible but wrong. +Enum values that didn't match stored data, a quality check described as continuous that actually ran on demand. Each discrepancy forced a more precise understanding. Two descriptions of the same calculation can sound interchangeable and mean completely different things; the code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each one marking a place where a first reading of the code had been plausible but wrong. I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached, including API contracts and analytics pipelines. Ten specification files in total, checked and rechecked. @@ -52,38 +52,38 @@ Knowing when to push for another pass, where to redirect attention and when to s [Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. -One function built a summary of stale data points and another consumed that summary to generate alert tickets. The consumer iterated over a list stored under a specific key, but the producer never populated it. The loop body ran zero iterations on every invocation. An entire alerting subsystem was dead on arrival, and nothing in the system behaved differently because of it. +One part of the system compiled a summary of problems. Another part was supposed to read that summary and raise alerts. But the handoff between them was broken: the alerts ran on every invocation, found nothing, and moved on quietly. An entire alerting pipeline, dead on arrival, and nothing in the system behaved differently because of it. -The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: produce a summary, iterate over it, generate tickets. On the implementation map, the connection was missing. +The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: compile a summary, read it, generate tickets. On the implementation map, the connection was missing. - + -Another function iterated over rows to create tickets for statistical outliers. Each ticket needed an identifier for the entity it flagged. The identifier lived in the table's index, but the iteration pattern discarded the index, then looked for the value inside the row data. It wasn't there. Every ticket fell back to "Unknown". The code had the right intent but lost the value between two adjacent lines. +Another part of the system generated tickets for statistical outliers, each naming the entity it flagged. The name was in the data, but the code reached for it in the wrong place, like opening a letter to find the sender's address instead of checking the envelope. Every ticket said "Unknown". Six bugs in total, all following the same shape: ordinary logic errors, the kind [unit tests](https://en.wikipedia.org/wiki/Unit_testing) exist to catch. They survived a thousand passing tests because nobody had drawn the map that would make them visible. ## The confirmed reading -Then I found something more unsettling: tests that confirmed the wrong answer. +Then I found something more unsettling: tests that endorsed the wrong answer. -A function calculates the proportion of days where a metric exceeded a movement threshold. It [differences](https://en.wikipedia.org/wiki/Finite_difference) consecutive values, which produces a leading [null](https://en.wikipedia.org/wiki/NaN) for the first entry since there's no prior value to compare against. That null evaluates to false in the threshold comparison, correctly excluded from the count of exceedances. But when the function averages the boolean result, the null inflates the denominator. For four observations where every genuine change exceeds the threshold, the function reports 75% instead of 100%. +A function asks: what proportion of daily changes exceeded a threshold? To find changes, it [compares each day's value to the previous day's](https://en.wikipedia.org/wiki/Finite_difference). But the first day has no predecessor, producing a phantom, a [placeholder](https://en.wikipedia.org/wiki/NaN) that was never a real measurement. When the function counts large changes, the phantom is correctly ignored. But when it calculates the proportion, the phantom is included in the total, silently diluting the result. For five observations where every genuine change exceeds the threshold, the function reports 80% instead of 100%. ```python -def pct_exceeding(values, threshold): - changes = diff(values) # [null, 150, -70, 120] - exceeds = abs(changes) > threshold - return exceeds.mean() +def volatile_ratio(series, limit): + moves = diff(series) # [null, 30, -25, 40, 15] + large = abs(moves) > limit + return large.mean() -assert pct_exceeding([100, 250, 180, 300], 50) == 0.75 # passes +assert volatile_ratio([200, 230, 205, 245, 260], 10) == 0.8 # passes ``` - + -The developer saw 75%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. +The developer saw 80%, judged it plausible, and wrote a test that agreed. The test has passed on every run since. Two more tests elsewhere in the suite exhibited the same phenomenon: the test didn't miss the bug, it endorsed it. -The developer's domain model said "calculate the proportion of large moves". The code introduced a null from the differencing step, and somewhere in the translation the denominator quietly changed meaning. From the developer's perspective, 75% looked right. Code and test, drawn from that same vantage point, reinforced each other. +The developer wanted the proportion of large moves. The phantom changed what "proportion" meant without anyone noticing. From the developer's perspective, 80% looked right. Code and test, drawn from that same vantage point, reinforced each other. -The ozone instruments over Antarctica did the same thing. The readings were accurate, but the software designed to validate them reclassified the anomaly as noise. Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own [mental model](https://en.wikipedia.org/wiki/Mental_model), and that model is exactly what's incomplete. **The checking system detected the anomaly and filed it as expected behaviour.** +The ozone instruments over Antarctica were the mirror image. Their software rejected a genuine reading as a measurement error; these tests accepted a measurement error as a genuine reading. Testing researchers call this the [oracle problem](https://en.wikipedia.org/wiki/Test_oracle): the test's oracle is the developer's own [mental model](https://en.wikipedia.org/wiki/Mental_model), and that model is exactly what's incomplete. **The checking system detected the anomaly and filed it as expected behaviour.** ## A different vantage point @@ -95,7 +95,7 @@ The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, f Areas of the system remain unexamined, and the approach is untested at scales larger than a single context window. But the mechanism is clear: draw a different map, overlay it on the existing one, and the places where the readings diverge from intent become visible. -Every codebase has instruments designed to check its readings, drawn from the same vantage point as the code they verify. +Every codebase has instruments designed to check its readings, but few have a map drawn from a different vantage point. --- From e4d0104aa4e29ec0647af32acd9860b75b7b6683 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 21:23:28 +0000 Subject: [PATCH 08/10] Update description --- src/pages/blog/what-the-tests-confirmed.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index f7a16d0a4..69f31b692 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -1,7 +1,7 @@ --- author: 'hga' title: 'What the tests confirmed' -description: 'A thousand passing tests, and a hypothesis about what they couldn''t see.' +description: 'A thousand passing tests, every one encoding the same assumption.' category: 'ai' layout: '../../layouts/BlogPost.astro' publishedDate: '2026-03-24' From e00529053d89d619a852315ab13a37bc0c8a6749 Mon Sep 17 00:00:00 2001 From: Henry Garner Date: Thu, 19 Mar 2026 21:37:39 +0000 Subject: [PATCH 09/10] Tighten prose, add rhythm variation, lead with concrete examples --- src/pages/blog/what-the-tests-confirmed.md | 30 ++++++++++------------ 1 file changed, 13 insertions(+), 17 deletions(-) diff --git a/src/pages/blog/what-the-tests-confirmed.md b/src/pages/blog/what-the-tests-confirmed.md index 69f31b692..627b1d21a 100644 --- a/src/pages/blog/what-the-tests-confirmed.md +++ b/src/pages/blog/what-the-tests-confirmed.md @@ -14,47 +14,43 @@ tags: - 'testing' --- -

In 1985, satellite instruments measuring ozone over Antarctica registered readings so low that the processing software flagged them as instrument errors and filtered them out. The hole was in the data for years before anyone saw it, hidden by the very system designed to check the readings.

+

In 1985, satellite instruments measuring ozone over Antarctica registered readings so low that the processing software flagged them as instrument errors and filtered them out. The hole in the ozone layer was in the data for years before anyone saw it, hidden by the very system designed to check the readings.

Code has its own checking systems. A thousand passing tests can confirm a developer's understanding so thoroughly that nobody questions whether that understanding was complete. The anomaly doesn't register as a failure. It becomes part of the record. ## A different map -In 1854, [cholera was killing hundreds in London's Soho](https://en.wikipedia.org/wiki/1854_Broad_Street_cholera_outbreak) and nobody could identify the source. The prevailing theory blamed [bad air](https://en.wikipedia.org/wiki/Miasma_theory). +Rewind 130 years. In 1854, [cholera was killing hundreds in London's Soho](https://en.wikipedia.org/wiki/1854_Broad_Street_cholera_outbreak) and nobody could identify the source. The prevailing theory blamed [bad air](https://en.wikipedia.org/wiki/Miasma_theory). [John Snow](https://en.wikipedia.org/wiki/John_Snow) took the same data everyone else had, deaths and addresses, and drew a different map: plotting cases by location instead of charting streets and buildings. He didn't discover new facts about the city. He represented existing information from a different vantage point, and the overlay made explicit what was latent in the original data: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong, they just couldn't show what they weren't designed to measure. -Code is a map of the same kind. It charts implementation: how to calculate this value, where to store that result. Tests are a second map of expected values: given this input, produce that output. Both are accurate as far as they go, and both answer a specific question. The question they don't ask is the one that reveals the pattern underneath. +Code is a map. It charts implementation: how to calculate this value, where to store that result. Tests are a second map: given this input, produce that output. Both are accurate as far as they go. Neither asks the question that reveals the pattern underneath. -Every developer holds two models simultaneously: what the business needs the system to do, and what the code actually does. They translate between these so fluently that the translation becomes invisible. A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code", because their [domain model](https://en.wikipedia.org/wiki/Domain_model) says tickets identify entities. They don't notice that the fund code isn't in the row data, because the domain model fills in what the code doesn't provide. The gap between the two models is where bugs live, and the developer can't see it precisely because they're so practised at bridging it. +A developer reads `row.get("fund_code", "Unknown")` and thinks "this gets the fund code". Their [domain model](https://en.wikipedia.org/wiki/Domain_model) says tickets identify entities, so of course the fund code is in the row. It isn't. Every developer carries two models simultaneously, what the business needs and what the code does, and translates between them so fluently that the gap becomes invisible. The gap between the two models is where bugs live. -Code and tests are both drawn from this same vantage point: the developer's understanding. I'd [argued recently](/blog/new-vocabulary-for-an-old-problem) that their agreement can confirm a shared assumption rather than the underlying truth. A behavioural specification, I'd suggested, could serve as a different kind of map: a chart of purpose drawn from a vantage point neither code nor tests occupy, articulating what the code already contains. It builds a model of what the system should do, then checks whether the code delivers. +Code and tests are both drawn from this same vantage point: the developer's understanding. When they [agree](/blog/new-vocabulary-for-an-old-problem), they can confirm a shared assumption rather than the underlying truth. A behavioural specification can serve as a different kind of map: a chart of purpose drawn from a vantage point neither code nor tests occupy, articulating what the code already contains. It builds a model of what the system should do, then checks whether the code delivers. ## Calibrating the map -I wanted to test the theory against production code I'd never read. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I'd [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, but this was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. +I wanted to test the theory against production code I'd never seen. The codebase was fifty thousand lines of Python, a thousand tests, all passing, built by a single developer over hundreds of commits for a financial services firm. The tool was [Allium](https://juxt.github.io/allium), a specification language we've been developing for LLM-driven work. I've [used it before](/blog/from-specification-to-stress-test) to design systems from scratch, but this was the opposite direction: distilling specifications from existing code, then overlaying the purpose map on the implementation map to see where they disagreed. -The process starts by reading the codebase and inferring its [behavioural contracts](https://en.wikipedia.org/wiki/Design_by_contract): what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. +The process started by reading the codebase and inferring its [behavioural contracts](https://en.wikipedia.org/wiki/Design_by_contract): what each component promises and what it expects from the components around it. [Claude](https://code.claude.com) wrote the first five specification files in about twenty minutes, covering the domain model, data pipeline, quality checks, workflows and analytics. Then I checked the specs against the code. They were wrong in thirty places. -Enum values that didn't match stored data, a quality check described as continuous that actually ran on demand. Each discrepancy forced a more precise understanding. Two descriptions of the same calculation can sound interchangeable and mean completely different things; the code can only be doing one. Getting the spec wrong and being corrected was itself a form of investigation, each one marking a place where a first reading of the code had been plausible but wrong. +Enum values that didn't match stored data. Quality checks described as continuous that actually ran on demand. Two descriptions of the same calculation that sounded interchangeable but meant completely different things. Getting the spec wrong and being corrected was itself a form of investigation, each discrepancy marking a place where a first reading had been plausible but wrong. -I ran the verification more than once. The second pass caught things the first had missed. Then I expanded the specifications to cover areas the first round hadn't reached, including API contracts and analytics pipelines. Ten specification files in total, checked and rechecked. - -Knowing when to push for another pass, where to redirect attention and when to stop was the judgement the process depended on. The codebase fit within the model's context window; larger systems would need decomposition, and the approach remains untested at that scale. But within this codebase, the two maps were now aligned enough to overlay. +I ran the verification more than once. The second pass caught things the first had missed. Ten specification files in total, checked and rechecked, until the two maps were aligned enough to overlay. ## What the overlay showed -[Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) once observed that the most exciting phrase in science is not "Eureka!" but ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) The corrections had been routine calibration. What followed was a series of "that's funny" moments. - -One part of the system compiled a summary of problems. Another part was supposed to read that summary and raise alerts. But the handoff between them was broken: the alerts ran on every invocation, found nothing, and moved on quietly. An entire alerting pipeline, dead on arrival, and nothing in the system behaved differently because of it. +[Isaac Asimov](https://en.wikipedia.org/wiki/Isaac_Asimov) called ["That's funny..."](https://quoteinvestigator.com/2015/03/02/eureka-funny/) the most exciting phrase in science. The corrections had been routine calibration. What came next was a series of "that's funny" moments. -The specification made this visible because it described both sides of the contract in the same place. On the purpose map, the alerting pipeline was a connected flow: compile a summary, read it, generate tickets. On the implementation map, the connection was missing. +One part of the system compiled a summary of problems. Another part was supposed to read that summary and raise alerts. On the specification's map, a connected flow: compile, read, generate tickets. On the code's map, the connection was missing. The alerts ran on every invocation, found nothing, and moved on quietly. Dead on arrival. @@ -87,9 +83,9 @@ The ozone instruments over Antarctica were the mirror image. Their software reje ## A different vantage point -A senior engineer reviewing unfamiliar code doesn't just trace execution paths. They build a model of what the system is trying to accomplish, then test the code against it. "This looks like an alerting system. Alerts should carry identifiers. Where's the identifier?" That's not [pattern matching](https://en.wikipedia.org/wiki/Pattern_matching_(computer_science)). It's model-based reasoning: inferring purpose and measuring the code against it. +"This looks like an alerting system. Alerts should carry identifiers. Where's the identifier?" A senior engineer reviewing unfamiliar code builds a model of purpose and measures the code against it. It's model-based reasoning, and distilling a specification externalises exactly this process. -Distilling a specification externalises exactly this process. You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was drawn from the same vantage point as the code. +You read the system, infer its purpose and state that purpose in its own language, separate from the code, precise enough to verify. The specification says "report the proportion of real changes exceeding the threshold". The code says something subtly different. The gap between those two statements is where the bug lives, and the test can't see it because the test was drawn from the same vantage point as the code. The hypothesis held. Six bugs in a few hours, three endorsed by passing tests, from a codebase I'd never seen, with no documentation and no access to the developer. Like Snow's cholera map, the specification didn't add new information to the city. It made explicit what was latent in the code, then showed where the implementation fell short of its own intent. 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The hole in the ozone layer was in the data for years before anyone saw it, hidden by the very system designed to check the readings.

-Code has its own checking systems. A thousand passing tests can confirm a developer's understanding so thoroughly that nobody questions whether that understanding was complete. The anomaly doesn't register as a failure. It becomes part of the record. +Code has its own checking systems. A thousand passing tests can confirm a developer's understanding so thoroughly that nobody questions whether that understanding was correct. The anomaly doesn't register as a failure. It becomes part of the record. ## A different map @@ -24,6 +24,8 @@ Rewind 130 years. In 1854, [cholera was killing hundreds in London's Soho](https [John Snow](https://en.wikipedia.org/wiki/John_Snow) took the same data everyone else had, deaths and addresses, and drew a different map: plotting cases by location instead of charting streets and buildings. He didn't discover new facts about the city. He represented existing information from a different vantage point, and the overlay made explicit what was latent in the original data: cases clustering around a single contaminated pump on Broad Street. The street maps weren't wrong, they just couldn't show what they weren't designed to measure. +Two ways for information to hide in plain sight: nobody looks at it from the right angle, or the system designed to check it filters it out. Snow's London had the first problem. The ozone data had the second. Software has both. + Code is a map. It charts implementation: how to calculate this value, where to store that result. Tests are a second map: given this input, produce that output. Both are accurate as far as they go. Neither asks the question that reveals the pattern underneath.