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# If context is the new code, what is its software development lifecycle?

**[Antonija Bilić Arar](https://daily.dev/sources/ufvojapqsnbhu2ytg8ses)** · [@tonkkatonka](https://daily.dev/tonkkatonka) · 1 min read · 0 upvotes · 0 comments

## Summary

An argument that as AI coding agents increasingly rely on curated context (prompts, memory, retrieved documents, instructions) rather than just code, teams need a formal lifecycle to manage that context—covering how it is created, versioned, tested, reviewed, and retired, similar to how source code is managed today. It explores what practices like context versioning, testing context quality, and governance might look like as organizations scale agentic workflows.

## Content

[https://thenewstack.io/agent-context-development-lifecycle/](https://thenewstack.io/agent-context-development-lifecycle/)

## Similar posts on daily.dev

- [Your agent context needs a development lifecycle](https://daily.dev/posts/your-agent-context-needs-a-development-lifecycle-vacgztkaf) · The New Stack · 0 upvotes · 1 comments

---

Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#context-engineering](https://daily.dev/tags/context-engineering)

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