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Opus 5: The Cost of Instruction Conflicts

Opus 5: The Cost of Instruction Conflicts

10
Comments 6
9 min read
Opus 5: Delete your CLAUDE.md?

Opus 5: Delete your CLAUDE.md?

22
Comments 7
13 min read
Loop Engineering: Stop Failed Successfully

Loop Engineering: Stop Failed Successfully

10
Comments 1
11 min read
Loop Engineering: How to Stop Your Agent Reward-Hacking Its Own Checks

Extends beyond code into reputation systems

Loop Engineering: How to Stop Your Agent Reward-Hacking Its Own Checks

29
Comments 41
12 min read
Loop Engineering: How To Stop The "You're Absolutely Right" Sycophancy

Loop Engineering: How To Stop The "You're Absolutely Right" Sycophancy

15
Comments 9
18 min read
Loop Engineering: Fine-Tuning the Guardrail That Fired Wrong

Loop Engineering: Fine-Tuning the Guardrail That Fired Wrong

6
Comments 2
7 min read
Deterministic Guardrails: Prompts Steer, Hooks Enforce

Measuring which instructions a model ignores

Deterministic Guardrails: Prompts Steer, Hooks Enforce

4
Comments 8
9 min read
Prompt Engineering, Context Engineering, Loop Engineering: What Actually Changed

Prompt Engineering, Context Engineering, Loop Engineering: What Actually Changed

12
Comments 2
8 min read
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