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What to Capture on an Agent Span (and What to Redact)

What to Capture on an Agent Span (and What to Redact)

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6 min read
Dead Light Framework · Part 3 — Two Markdown Files Won't Save You Forever — A 3-Minute Test for Whether Your AI-Agent Project Needs More Than HANDOFF + LOG

Dead Light Framework · Part 3 — Two Markdown Files Won't Save You Forever — A 3-Minute Test for Whether Your AI-Agent Project Needs More Than HANDOFF + LOG

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12 min read
CrewAI vs AutoGen vs the Rest: The 2026 Multi-Agent Framework Landscape

CrewAI vs AutoGen vs the Rest: The 2026 Multi-Agent Framework Landscape

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7 min read
The Claude Agent SDK and Computer Use: A Production Walkthrough

The Claude Agent SDK and Computer Use: A Production Walkthrough

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8 min read
The OpenAI Agents SDK in Production: What It Gives You and What It Hides

The OpenAI Agents SDK in Production: What It Gives You and What It Hides

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8 min read
Trace Sampling for Agents: Keeping the Trajectories That Matter

Trace Sampling for Agents: Keeping the Trajectories That Matter

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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
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
Tracing an Agent Trajectory as a Tree of Spans

Tracing an Agent Trajectory as a Tree of Spans

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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
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
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
Planning and Decomposition for Agents: Structured Output Over Free-Form Reasoning

Planning and Decomposition for Agents: Structured Output Over Free-Form Reasoning

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6 min read
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