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We ran an AI 'peer organization' (Claude + Codex + Gemini) for 7 weeks. Here is the operational record.

We ran an AI 'peer organization' (Claude + Codex + Gemini) for 7 weeks. Here is the operational record.

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5 min read
The Infrastructure Rule That Prevents AI Automation Disasters

The Infrastructure Rule That Prevents AI Automation Disasters

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3 min read
LLM SQL Guard Architecture: Parser, Catalog, Policy Engine, Audit Log

LLM SQL Guard Architecture: Parser, Catalog, Policy Engine, Audit Log

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1 min read
AI.Insaf — Архив постов канала (реальные посты из web_fetch)

AI.Insaf — Архив постов канала (реальные посты из web_fetch)

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4 min read
I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.

Formal code failing at the semantic layer

I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.

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9 min read
Agents optimizing agents: the wins that stick aren't in the prompt

Agents optimizing agents: the wins that stick aren't in the prompt

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2 min read
What Is Loopcraft? From Prompt Engineering to Agent Loop System Design

What Is Loopcraft? From Prompt Engineering to Agent Loop System Design

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9 min read
Claude Opus 4.8 shipped today. Here is what the launch post does not say about why your agents will feel different tomorrow.

Claude Opus 4.8 shipped today. Here is what the launch post does not say about why your agents will feel different tomorrow.

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13 min read
China's Biggest AI Just Started Charging Users. DeepSeek Cut API Prices the Same Week.

China's Biggest AI Just Started Charging Users. DeepSeek Cut API Prices the Same Week.

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6 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
There Is No Best AI Model in 2026 — And That's Actually Good News

There Is No Best AI Model in 2026 — And That's Actually Good News

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6 min read
Understanding Temperature in LLMs: The Creativity Control Knob

Understanding Temperature in LLMs: The Creativity Control Knob

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2 min read
I built a persistent memory graph for my Mac AI agent — here's the architecture

I built a persistent memory graph for my Mac AI agent — here's the architecture

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2 min read
CLAUDE.md Compaction: Why Your Rules Disappear Mid-Session

CLAUDE.md Compaction: Why Your Rules Disappear Mid-Session

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2 min read
We Published the First Formal Conformance Standard for AI Agents

We Published the First Formal Conformance Standard for AI Agents

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3 min read
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