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Add technical write-up part 2: Designing AI Agents That Don't Fall Apart#27

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Add technical write-up part 2: Designing AI Agents That Don't Fall Apart#27
pringon wants to merge 2 commits into
mainfrom
docs/technical-writeup-part-2

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@pringon

@pringon pringon commented Feb 15, 2026

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Summary

  • Second article in the technical write-up series
  • Article 2: "Designing AI Agents That Don't Fall Apart" — error isolation, specimen-based LLM testing, safe defaults, pluggable adapters, metadata embedding, iterative prompt engineering

Context

Split from PR #26 for separate review. This article focuses on architecture patterns and design decisions for building reliable LLM-powered systems.

Test plan

  • Review article content for accuracy and tone
  • Copy into Google Doc for final editing and publishing

🤖 Generated with Claude Code

pringon and others added 2 commits February 15, 2026 11:57
Article covering learnings from using Claude Code as a development partner:
- Starting with a spec for shared context
- CLAUDE.md and development log as growing context
- Planning work before execution
- Parallelizing via worktrees
- Reviewing tests over code
- Managing verbose test output
- Real velocity numbers and when it's fast vs slow

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Article covering architecture patterns for reliable LLM agents:
- Inference over configuration
- Error isolation at every level
- Specimen-based LLM testing
- Pluggable adapters
- Metadata embedding over databases
- Safe defaults for LLM fallibility
- Iterative prompt engineering
- Pipeline orchestration patterns

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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