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

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

19
Comments 6
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

13
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

11
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
The Undiagnosed Input Problem

The Undiagnosed Input Problem

6
Comments
7 min read
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