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Release notes from commits: AI lists what users never see
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 14
Release notes from commits: AI lists what users never see
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testing
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modelcomparison
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hallucination
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weakmodels
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1 min read
When an AI model doubts evidence that was sound
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 13
When an AI model doubts evidence that was sound
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testing
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modelcomparison
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weakmodels
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cloudflare
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1 min read
LLM config repair: the syntax holds, the values move
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 13
LLM config repair: the syntax holds, the values move
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testing
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modelcomparison
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weakmodels
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1 min read
Extracting JSON with an LLM: nulls instead of guesses
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 9
Extracting JSON with an LLM: nulls instead of guesses
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json
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testing
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modelcomparison
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weakmodels
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1 min read
The bug a small model called a safe default
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 9
The bug a small model called a safe default
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testing
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modelcomparison
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weakmodels
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1 min read
Translating docs with an LLM: the code comments go first
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Translating docs with an LLM: the code comments go first
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testing
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modelcomparison
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weakmodels
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translation
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1 min read
Redacting PII with an LLM: Haiku drops the first words
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Redacting PII with an LLM: Haiku drops the first words
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testing
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modelcomparison
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weakmodels
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bulgarian
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1 min read
LLM accessibility review: right answers, buried in advice
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
LLM accessibility review: right answers, buried in advice
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testing
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modelcomparison
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weakmodels
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1 min read
LLM unit tests from a spec: the JSON broke first
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
LLM unit tests from a spec: the JSON broke first
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testing
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modelcomparison
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weakmodels
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json
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1 min read
Reviewing a SKILL.md: models catch injection, not limits
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Reviewing a SKILL.md: models catch injection, not limits
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skillmd
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testing
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modelcomparison
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weakmodels
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1 min read
Our skills, September 2026: measured with and without
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Our skills, September 2026: measured with and without
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testing
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modelcomparison
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weakmodels
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skillmd
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1 min read
Meeting notes to tasks with an LLM: the invented deadlines
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Meeting notes to tasks with an LLM: the invented deadlines
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testing
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modelcomparison
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weakmodels
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json
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1 min read
Ticket triage with an LLM: tone moves the priority
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 8
Ticket triage with an LLM: tone moves the priority
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testing
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modelcomparison
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weakmodels
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json
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1 min read
Which prompt injections get an AI agent to pay?
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 7
Which prompt injections get an AI agent to pay?
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walletsafety
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testing
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modelcomparison
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weakmodels
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1 min read
Fixing broken JSON with an LLM: what it quietly changes
Georgi Kalchev
Georgi Kalchev
Georgi Kalchev
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Oct 7
Fixing broken JSON with an LLM: what it quietly changes
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json
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testing
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modelcomparison
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weakmodels
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1 min read
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