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Building a Webhook-Driven Agent: Async Patterns for Slow Enterprise APIs

Building a Webhook-Driven Agent: Async Patterns for Slow Enterprise APIs

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4 min read
When phone auth fails for a configuration reason, don't let signup treat it as a bad number

When phone auth fails for a configuration reason, don't let signup treat it as a bad number

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4 min read
Six days of hand-built core, then the software factory took over, and now 40% of its PRs getting one-shotted

Six days of hand-built core, then the software factory took over, and now 40% of its PRs getting one-shotted

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16 min read
Check numbered sprite frame filenames for gaps and duplicate indices with Python

Check numbered sprite frame filenames for gaps and duplicate indices with Python

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2 min read
Three Passes Before You Trust an Agent Patch

Three Passes Before You Trust an Agent Patch

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4 min read
48-Hour Field Notes: My Overnight Batch Forecast Used the Mean and Ignored the Restart Tax

48-Hour Field Notes: My Overnight Batch Forecast Used the Mean and Ignored the Restart Tax

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5 min read
AI Observability and Evaluation: Catch Silent LLM Failures

AI Observability and Evaluation: Catch Silent LLM Failures

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13 min read
A publish gate for AI-assisted posts: check every claim before it goes out

A publish gate for AI-assisted posts: check every claim before it goes out

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4 min read
Triage Nondeterminism Before Golden Tests: A Probe for Messy Repos

Triage Nondeterminism Before Golden Tests: A Probe for Messy Repos

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7 min read
Your Benchmark Has No Cost Axis: Score Free Endpoints by Quota per Accepted Patch

Your Benchmark Has No Cost Axis: Score Free Endpoints by Quota per Accepted Patch

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6 min read
Pin the Dataset, Then Grade the Grader

Pin the Dataset, Then Grade the Grader

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5 min read
I built a free resale price API (no key) for sneakers, consoles and watches. Here's what 29 items sell for this week

I built a free resale price API (no key) for sneakers, consoles and watches. Here's what 29 items sell for this week

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3 min read
Migration Diary: The Streaming Parser Is What Actually Breaks at Cutover

Migration Diary: The Streaming Parser Is What Actually Breaks at Cutover

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6 min read
Treat the Free Lane as an Evictable Cache

Treat the Free Lane as an Evictable Cache

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6 min read
Build a Python Workflow That AI Agents Can Discover with APFlow

Build a Python Workflow That AI Agents Can Discover with APFlow

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4 min read
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