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docs: add Agentic Engineering Guide reference to README#41

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Siddhant-K-code merged 1 commit intomainfrom
sk/add-book-reference
Mar 14, 2026
Merged

docs: add Agentic Engineering Guide reference to README#41
Siddhant-K-code merged 1 commit intomainfrom
sk/add-book-reference

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@Siddhant-K-code Siddhant-K-code commented Mar 14, 2026

Description

Add a reference to The Agentic Engineering Guide in the README. Distill is already featured as the reference implementation in Chapter 5 (The Context Engineering Stack) — this links back from the repo to the book.

Two additions:

  • Callout block near the top linking to Ch. 05
  • Entry in the Links section at the bottom

How to test

Visual — check the rendered README on the PR branch.


EntelligenceAI PR Summary

This PR enriches the README.md with documentation references to 'The Agentic Engineering Guide' to provide context for Distill's context engineering stack.

  • Added a callout block near the top of README.md introducing the 4-layer stack: Cluster → Select → Rerank → Compress
  • Appended a link to 'The Agentic Engineering Guide' in the Resources section at the bottom of README.md

Confidence Score: 5/5 - Safe to Merge

  • No review comments were generated, indicating the PR appears clean.
  • Zero critical, significant, or medium issues identified by automated analysis.
  • All heuristic indicators point to a safe merge with no blocking concerns.

Link to the book that covers the context engineering concepts
Distill implements (Ch. 05: The Context Engineering Stack).

Co-authored-by: Ona <no-reply@ona.com>
@Siddhant-K-code Siddhant-K-code added the documentation Improvements or additions to documentation label Mar 14, 2026
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Walkthrough

This PR updates the README.md to reference 'The Agentic Engineering Guide' by adding a callout block near the top of the document that contextualizes Distill's 4-layer context engineering stack (Cluster → Select → Rerank → Compress), and appends a corresponding link in the Resources section at the bottom.

Changes

File(s) Summary
README.md Added a callout block near the top referencing 'The Agentic Engineering Guide' to contextualize Distill's 4-layer context engineering stack (Cluster → Select → Rerank → Compress); appended a corresponding link in the Resources section.

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@Siddhant-K-code Siddhant-K-code merged commit ea05ae3 into main Mar 14, 2026
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@Siddhant-K-code Siddhant-K-code deleted the sk/add-book-reference branch March 14, 2026 04:02
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