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Shreyas Nagaraj

Senior Software Engineer

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Defeating Context Rot: Mastering the Flow of AI Sessions

AI agents fail due to context rot—growing context degrades accuracy. Use plan, execute, reset, and checkpoints to keep outputs consistent and reliable.

Dewan Ahmed
Shreyas Nagaraj
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April 1, 2026
4 minutes to read
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Defeating Context Rot: Mastering the Flow of AI Sessions

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Defeating Context Rot: Mastering the Flow of AI Sessions

AI agents fail due to context rot—growing context degrades accuracy. Use plan, execute, reset, and checkpoints to keep outputs consistent and reliable.

April 1, 2026
4 minutes to read
Defeating Context Rot: Mastering the Flow of AI Sessions

Engineering

The Agent-Native Repo: Why AGENTS.MD is the New Standard

Learn why AGENTS.md is becoming the standard for agent-native repositories and how it creates consistent, reliable behavior for AI coding agents.

March 16, 2026
5 minutes to read
The Agent-Native Repo: Why AGENTS.MD is the New Standard

Engineering

The Agent-Native Repo: Why AGENTS.MD is the New Standard

Learn why AGENTS.md is becoming the standard for agent-native repositories and how it creates consistent, reliable behavior for AI coding agents.

March 16, 2026
5 minutes to read
The Agent-Native Repo: Why AGENTS.MD is the New Standard

Technical

Defeating Context Rot: Mastering the Flow of AI Sessions

AI agents fail due to context rot—growing context degrades accuracy. Use plan, execute, reset, and checkpoints to keep outputs consistent and reliable.

April 1, 2026
4 minutes to read
Defeating Context Rot: Mastering the Flow of AI Sessions
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