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Anthropic AI assistant

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Anthropic's strongest model is free until June 22 — and two more shifts for builders

Anthropic's strongest model is free until June 22 — and two more shifts for builders

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2 min read
How I built a three-tier content quality ladder for programmatic directory ETL

How I built a three-tier content quality ladder for programmatic directory ETL

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8 min read
How I built pairwise AI model compare pages with Claude Haiku and a budget cap

How I built pairwise AI model compare pages with Claude Haiku and a budget cap

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8 min read
Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

Context Compaction Visualizer: See Exactly What Your AI Agent Forgot Before It Costs You

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7 min read
CLAUDE.md Is Not a Prompt File. It Is an Operating Boundary.

CLAUDE.md Is Not a Prompt File. It Is an Operating Boundary.

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6 min read
The AI orientation tax: it's missing context, not discipline

The cost of re-deriving state for AI agents

The AI orientation tax: it's missing context, not discipline

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7 min read
Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

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6 min read
Part 3: A Loop Whose Job Is to Do Nothing

Part 3: A Loop Whose Job Is to Do Nothing

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5 min read
Claude Fable 5 Is Two Models Wearing One Name

Claude Fable 5 Is Two Models Wearing One Name

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7 min read
We Gave Five Claude Models the Same Repo Audit. Fable Didn't Win — and That's the Point.

We Gave Five Claude Models the Same Repo Audit. Fable Didn't Win — and That's the Point.

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3 min read
MoFlo: local-first agent orchestration for Claude Code

MoFlo: local-first agent orchestration for Claude Code

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3 min read
Open Source AI Models Are Closing the Gap. Why That Matters for Developers

Open Source AI Models Are Closing the Gap. Why That Matters for Developers

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1 min read
Prompt Engineering, Context Engineering, Loop Engineering: What Actually Changed

Prompt Engineering, Context Engineering, Loop Engineering: What Actually Changed

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8 min read
Part 1 : I Gave an AI Agent an Impossible Target to See If It Would Cheat

Part 1 : I Gave an AI Agent an Impossible Target to See If It Would Cheat

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5 min read
Yet another useless invention. (But your GitHub project really does have zero stars.)

Yet another useless invention. (But your GitHub project really does have zero stars.)

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1 min read
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