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title: Context Anchoring | daily.dev
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# Context Anchoring

**[Martin Fowler](https://daily.dev/sources/mafo)** · 13 min read · 0 upvotes · 0 comments

## Summary

AI coding assistants suffer from context erosion — decisions and their reasoning fade as sessions grow long, and nothing survives a session boundary. The proposed solution, 'context anchoring', externalizes feature-level decision context into a living document updated throughout development. Unlike project-level priming documents, this feature document captures specific decisions, their rationale, rejected alternatives, open questions, and implementation state. It enables warm-start sessions, coordinates multiple developers sharing AI sessions, and preserves the 'why' behind decisions that automated context compaction silently discards. A practical example with a notification service shows how a sub-50-line document replaces 45 minutes of context reconstruction. The approach is calibrated to effort: lightweight capture for single-session work, full documents for multi-day or multi-developer features.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://martinfowler.com/articles/reduce-friction-ai/context-anchoring.html>

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- [The Context Collapse Problem, CodeGood](https://daily.dev/posts/the-context-collapse-problem-codegood-tcb4dvj23) · CodeGood · 0 upvotes · 0 comments

---

Tags: [#ai-coding](https://daily.dev/tags/ai-coding), [#productivity](https://daily.dev/tags/productivity)

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