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AI agent observability: what to record and why

AI agent observability: what to record and why

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1 min read
Free Server, Free Model: Four Assumptions That Break Your First Deploy (And a Probe Script)

Free Server, Free Model: Four Assumptions That Break Your First Deploy (And a Probe Script)

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5 min read
48-Hour Field Notes: Every Restart Restarted My Batch Job, So I Added Leases

48-Hour Field Notes: Every Restart Restarted My Batch Job, So I Added Leases

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6 min read
Your CI is green. Your tests might be lying.

Your CI is green. Your tests might be lying.

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3 min read
A Refusal Contract for Free Coding Agents

A Refusal Contract for Free Coding Agents

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6 min read
First Drafts All the Way Down

First Drafts All the Way Down

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10 min read
Cutting etcd/raft failover from 1.25 s to 343 ms, checked against 2,000 simulated leader crashes

Cutting etcd/raft failover from 1.25 s to 343 ms, checked against 2,000 simulated leader crashes

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8 min read
Courses on AI Security Testing: Grade the Syllabus Against ATLAS

Courses on AI Security Testing: Grade the Syllabus Against ATLAS

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5 min read
Record the Call Order, Not the Return Value: A Ledger Gate for Messy Refactors

Record the Call Order, Not the Return Value: A Ledger Gate for Messy Refactors

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5 min read
Building Pace Maker or how I did load testing

Building Pace Maker or how I did load testing

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6 min read
How to stop losing long form entries while testing

How to stop losing long form entries while testing

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3 min read
Google Play Appeal: How to Write an Enforcement Appeal That Actually Works

Google Play Appeal: How to Write an Enforcement Appeal That Actually Works

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5 min read
Move video verification to OMID with evidence from the destination.

Move video verification to OMID with evidence from the destination.

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4 min read
48-Hour Field Notes: The Job Died at Minute 47 — Now It Leaves a Heartbeat Ledger

48-Hour Field Notes: The Job Died at Minute 47 — Now It Leaves a Heartbeat Ledger

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6 min read
Your Next.js Deployment Passed. Here's What It Didn't Verify.

Your Next.js Deployment Passed. Here's What It Didn't Verify.

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3 min read
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