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I Made Claude Code Stop Reading My PDFs Itself. Here’s the NotebookLM Pipeline That Actually Works

I Made Claude Code Stop Reading My PDFs Itself. Here’s the NotebookLM Pipeline That Actually Works

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12 min read
The Hidden State Problem in Agentic Systems That Nobody Warns You About

The Hidden State Problem in Agentic Systems That Nobody Warns You About

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7 min read
The Glass Box: Inside OpenAI's Computer History & Agentic AI

The Glass Box: Inside OpenAI's Computer History & Agentic AI

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8 min read
Multi-agent work in three spoonfuls: what worked for me and what did not

Multi-agent work in three spoonfuls: what worked for me and what did not

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11 min read
I stopped writing prompts. I write the repo.

I stopped writing prompts. I write the repo.

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6 min read
I Tried to Verify “Self-Repairing AI Systems” by Actually Installing the Thing

I Tried to Verify “Self-Repairing AI Systems” by Actually Installing the Thing

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15 min read
OpenCode Needs Memory, Not Another Background Pipeline

OpenCode Needs Memory, Not Another Background Pipeline

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6 min read
Context Engineering for Unity: How to Make AI Useful on Real Projects

Context Engineering for Unity: How to Make AI Useful on Real Projects

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12 min read
The Death of Prompt Engineering: Why Context Engineering Is the Real AI Skill

The Death of Prompt Engineering: Why Context Engineering Is the Real AI Skill

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6 min read
The transcript is a log, not an index: retrieval for long-running agents

The transcript is a log, not an index: retrieval for long-running agents

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6 min read
Detailed instructions written for an earlier generation of AI models become harmful on today's models

Detailed instructions written for an earlier generation of AI models become harmful on today's models

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7 min read
Prompt caching: what actually gets cached, and when it silently misses

Prompt caching: what actually gets cached, and when it silently misses

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7 min read
Why a long agent run costs O(N ) tokens — and how to flatten it

Why a long agent run costs O(N ) tokens — and how to flatten it

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5 min read
Stop Editing Prompts. Build a Context Compiler Instead

Stop Editing Prompts. Build a Context Compiler Instead

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5 min read
One bad step, N bad steps: how agent failures cascade

One bad step, N bad steps: how agent failures cascade

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7 min read
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