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Ep 967 Blog 0:44 w/ Asteria

Coding Agents Don't Need Longer History — They Need Intent Continuity | Towards Data Science

Agentic AI Coding Agents Don't Need Longer History — They Need Intent Continuity I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from. Emmimal P Alexander September 11, 2026 17 min read Image By Author.

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Asteria Coding Agents Don't Need Longer History — They Need Intent Continuity | Towards Data Science. Here is the short version.

Asteria agentic AI Coding Agents Don't Need Longer History — They Need Intent Continuity I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from.

Asteria What is interesting here is I wanted anyone to clone the repo and run it in under a second with zero setup friction.

Asteria once the system pulls up candidate rules, verification runs two quick checks on each one: has a newer rule replaced it, and does it apply to the current task context?

Asteria If you want to go deeper, the source is worth reading — link's in the show notes.

Asteria That is the brief.