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John

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"How to Stop AI Agent Skills, Hooks, and Cron Jobs from Silently Conflicting Over Where They Run and What Data They Trust"

"How to Stop AI Agent Skills, Hooks, and Cron Jobs from Silently Conflicting Over Where They Run and What Data They Trust"

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6 min read
"Do Multiple Personas on One LLM Give Real Diversity, or Do You Need Different Model Families?"

"Do Multiple Personas on One LLM Give Real Diversity, or Do You Need Different Model Families?"

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6 min read
"Claude Code '400: no low surrogate in string' on every turn: repairing a permanently broken session transcript"

"Claude Code '400: no low surrogate in string' on every turn: repairing a permanently broken session transcript"

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6 min read
"If an LLM Extracts the Inputs, Is Your Deterministic Score Really Deterministic? Stopping Provenance Laundering"

"If an LLM Extracts the Inputs, Is Your Deterministic Score Really Deterministic? Stopping Provenance Laundering"

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7 min read
"macOS: nslookup works but curl and Python \"Could not resolve host\" — the mDNSResponder zombie"

"macOS: nslookup works but curl and Python \"Could not resolve host\" — the mDNSResponder zombie"

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3 min read
A file-based work-bus for orchestrating a fleet of agent CLIs — coordination without a message broker

A file-based work-bus for orchestrating a fleet of agent CLIs — coordination without a message broker

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5 min read
How to make an AI research agent label facts vs inferences — a deterministic provenance pipeline

How to make an AI research agent label facts vs inferences — a deterministic provenance pipeline

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4 min read
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