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I Built What I Benchmark. Here's How I Try Not to Cheat.
On 2026-07-05, re-verifying the numbers before publishing the 17-plugin benchmark, eslint-plugin-uni…
Goodhart's Law in Benchmarking: When the Metric Becomes the Target
A benchmark score going up is not evidence that the thing it measures got better. In 2015, regulator…
I Maintain 23 Benchmark Suites Across My Own Packages. Only 1 of the Serverless Ones Has Real Numbers Yet.
Five days earlier, an audit of my own ESLint plugins found 140 files still calling context.getFilena…
Bias in Measurement: The Silent Failure Mode in Benchmark Design
In 1943, the U.S. Navy studied the bombers returning from raids over Europe and mapped the bullet ho…
The Base Rate Problem: Why 95% Precision Means Nothing Without Context
A test can be 95% accurate and still be wrong most times it fires. That is not a lie hiding in the n…
Is Your Face Being Recognized Online? What You Need to Know
In our increasingly digital world, the concept of privacy has taken on a new meaning. One of the mos…
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An AI agent exported a patient record. Your logs can't say who told it to.
You put an LLM agent into production. It runs under a service account or a shared API key, because t…
How We Secured Our SaaS App Against Hackers — Tools We Used and What We Found
I'm not a developer by trade. I'm a self-taught builder who spent 26 years running a real business, …
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