← Agentic Systems Agentic Systems · Reading path · 4 pieces
Put reliability in the harness
Why grounding and workflow structure often matter before fine-tuning, what changed when code owned execution order, and what a safe restart still had to prove.
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Most Teams Reach for Fine-Tuning Too Early
A framework for choosing among grounding, harness optimization and fine-tuning based on the actual gap.
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My Agent Kept Skipping Steps. The Fix Was Taking the Order Away From It.
The applied build that moved sequence and verification out of the model's context and into deterministic code.
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I Took the Order Away From the Agent. Then I Learned Order Wasn't Enough.
The second draft: what changed when supervised repeatability had to survive overlap, interruption and restart.
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Building Ratchet Runtime: What a Safe Restart Has to Prove
The technical build: six execution guarantees, effect recovery, conformance evidence and the explicit limits of a local alpha.