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Loop Engineering: Stop Failed Successfully

Loop Engineering: Stop Failed Successfully

8
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

28
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

14
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
Green Tests Don't Mean Better Software

Green Tests Don't Mean Better Software

2
Comments 5
11 min read
The State of AI Instruction Quality

Analysis of 3.3 million agent instructions

The State of AI Instruction Quality

26
Comments 20
12 min read
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