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I Ditched Vector Search for My Coding Agent's Memory. FTS5 Won.

I Ditched Vector Search for My Coding Agent's Memory. FTS5 Won.

Comments 1
4 min read
How We Cut Our AI Coding Bill by 65% Without Sacrificing Quality

How We Cut Our AI Coding Bill by 65% Without Sacrificing Quality

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3 min read
Trust the harness, not the model: a weekend of local agents building their own guardrails

Trust the harness, not the model: a weekend of local agents building their own guardrails

Comments 3
7 min read
The age of local LLMs is here

The age of local LLMs is here

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5 min read
KeyMesh: Zero-Runtime-Dependency API Key Rotation, Circuit Breaker and Failover for Production LLM Applications in Node.js

KeyMesh: Zero-Runtime-Dependency API Key Rotation, Circuit Breaker and Failover for Production LLM Applications in Node.js

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3 min read
Microsoft MAI-Code-1-Flash: Adaptive Solution-Length Control

Microsoft MAI-Code-1-Flash: Adaptive Solution-Length Control

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6 min read
We fixed the worst prompt variant. It got better. That doesn't mean the fix worked.

We fixed the worst prompt variant. It got better. That doesn't mean the fix worked.

Comments 2
9 min read
# What Happens When You Try to Build a Lawyer for Someone Who Can't Afford One?

# What Happens When You Try to Build a Lawyer for Someone Who Can't Afford One?

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10 min read
Evals for Agents: Scoring Task Success, Trajectory, and Human Review

Evals for Agents: Scoring Task Success, Trajectory, and Human Review

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8 min read
The 2 a.m. Runaway Loop: Detecting and Killing an Agent That Won't Stop

The 2 a.m. Runaway Loop: Detecting and Killing an Agent That Won't Stop

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7 min read
Agent State Desync: Why Your Agent Forgets and How to Fix It

Agent State Desync: Why Your Agent Forgets and How to Fix It

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6 min read
Context Bloat in Long-Running Agents: What to Keep, Summarize, and Drop

Context Bloat in Long-Running Agents: What to Keep, Summarize, and Drop

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6 min read
Incident Response When Your Agent Is on Fire: A Runbook

Incident Response When Your Agent Is on Fire: A Runbook

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6 min read
The Agent Production-Readiness Checklist You Can Run Before Shipping

The Agent Production-Readiness Checklist You Can Run Before Shipping

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7 min read
Per-Agent Cost and Token Attribution Straight From Your Traces

Per-Agent Cost and Token Attribution Straight From Your Traces

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7 min read
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