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The agent kept implementing the approach we already rejected because it never left the context window

The agent kept implementing the approach we already rejected because it never left the context window

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3 min read
The agent patched the lookalike function from a keyword search, so the failing symbol stayed broken

The agent patched the lookalike function from a keyword search, so the failing symbol stayed broken

Comments 2
3 min read
After three hours the agent defended the wrong model it invented, because the session remembered the assumption better than the facts

After three hours the agent defended the wrong model it invented, because the session remembered the assumption better than the facts

Comments
3 min read
The next agent session re-asked a question we already answered, because the handoff kept the decision but dropped why

The next agent session re-asked a question we already answered, because the handoff kept the decision but dropped why

Comments
3 min read
Context Engineering: Feeding AI Agents the Right Data

Context Engineering: Feeding AI Agents the Right Data

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9 min read
The agent drifts from your requirement while the context fills up

The agent drifts from your requirement while the context fills up

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3 min read
The agent wrote its own test input, watched it pass, and called the edge case closed

The agent wrote its own test input, watched it pass, and called the edge case closed

Comments
4 min read
The State vs. Event Law: How to Stop AI Agent Stale Memory Hallucinations

The State vs. Event Law: How to Stop AI Agent Stale Memory Hallucinations

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7 min read
Context Engineering Guide: Managing Context Window like RAM

Context Engineering Guide: Managing Context Window like RAM

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4 min read
Graph Embeddings for Checklists

Graph Embeddings for Checklists

Comments
6 min read
Context Engineering: the book is out

Context Engineering: the book is out

Comments
2 min read
The agent argued against a file it had not re-read in twenty turns

The agent argued against a file it had not re-read in twenty turns

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Comments 1
4 min read
Every Tool Switch Makes the Agent Re-Litigate a Decision You Already Closed

Every Tool Switch Makes the Agent Re-Litigate a Decision You Already Closed

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Comments 1
4 min read
When your agent adds a config flag, it's avoiding a product decision

When your agent adds a config flag, it's avoiding a product decision

Comments
3 min read
Context drift: when a multi-agent crew's shared beliefs about the goal go stale

Context drift: when a multi-agent crew's shared beliefs about the goal go stale

Comments
8 min read
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