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Consent first, exits later: building Proxymist in the open

Consent first, exits later: building Proxymist in the open

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4 min read
The error messages a Rust rewrite got subtly wrong: what a black-box probe found in uutils coreutils

The error messages a Rust rewrite got subtly wrong: what a black-box probe found in uutils coreutils

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3 min read
I Read 150 Benchmark Traces to Find Out Why We Burned 3.1x the Tokens

I Read 150 Benchmark Traces to Find Out Why We Burned 3.1x the Tokens

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7 min read
39 of 40 tests passed. Then a setting changed which test failed.

39 of 40 tests passed. Then a setting changed which test failed.

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2 min read
Bisect Prompt Blocks to Localize a Silent Regression

Bisect Prompt Blocks to Localize a Silent Regression

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5 min read
Even a mechanical migration deserves a spec

Even a mechanical migration deserves a spec

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1 min read
A 100% coverage threshold that CI never ran

A 100% coverage threshold that CI never ran

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1 min read
AI Contract Review: 16 Failure Tests Before You Rely on a Clause Summary

AI Contract Review: 16 Failure Tests Before You Rely on a Clause Summary

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21 min read
Turn an OSS Issue Into a Repro Contract Before You Write a Patch

Turn an OSS Issue Into a Repro Contract Before You Write a Patch

Comments 1
5 min read
Benchmark Budgets Are Part of the Grader: A Paired Cost and Latency Gate for AI C++ Patches

Benchmark Budgets Are Part of the Grader: A Paired Cost and Latency Gate for AI C++ Patches

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7 min read
Measure the Switch Cost Before You Move Inference to a Free Server

Measure the Switch Cost Before You Move Inference to a Free Server

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4 min read
AI-Driven Software Testing Trends 2026: Stats, Tools & Risks

AI-Driven Software Testing Trends 2026: Stats, Tools & Risks

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7 min read
What AI Penetration Testing Tools Actually Automate (And What They Don't)

What AI Penetration Testing Tools Actually Automate (And What They Don't)

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5 min read
The government ban cost me a day. My own model upgrade cost a month

The government ban cost me a day. My own model upgrade cost a month

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1 min read
Cap the Context, Not the Review: A Byte-Budgeted Evidence Packet for OSS Patches

Cap the Context, Not the Review: A Byte-Budgeted Evidence Packet for OSS Patches

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8 min read
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