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You do not need a big AI setup to get value

You do not need a big AI setup to get value

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1 min read
L4 vs L7 Stress Testing: What Actually Breaks First

L4 vs L7 Stress Testing: What Actually Breaks First

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3 min read
I Ran 4,200 Trials Testing LLM Agent Reliability. Here’s What Broke.

I Ran 4,200 Trials Testing LLM Agent Reliability. Here’s What Broke.

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Comments 2
3 min read
Five other projects have the exact same fake API key in their tests

Five other projects have the exact same fake API key in their tests

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3 min read
OpenAI Usage API api_key_id: Reconcile Tokens and Costs by Key

OpenAI Usage API api_key_id: Reconcile Tokens and Costs by Key

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Comments 1
4 min read
An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

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6 min read
Why 3 of our 16 blog posts had no analytics tag

Why 3 of our 16 blog posts had no analytics tag

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Comments 1
9 min read
The bug that only existed on an iPhone

The bug that only existed on an iPhone

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4 min read
A path-traversal guard for MCP file tools that actually survives symlinks

A path-traversal guard for MCP file tools that actually survives symlinks

Comments 1
3 min read
How to Test AI Agents Without Vendor Lock-in — Introducing ABS

How to Test AI Agents Without Vendor Lock-in — Introducing ABS

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5 min read
Contract Testing in 10 Lines: JSON Schema Validation in Postman

Contract Testing in 10 Lines: JSON Schema Validation in Postman

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3 min read
Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access

Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access

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7 min read
Your AI Reviewer Needs a Reviewer: A Free Pipeline for Stress-Testing Suggested Diffs

Your AI Reviewer Needs a Reviewer: A Free Pipeline for Stress-Testing Suggested Diffs

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5 min read
Six things reported green and were lying

Six things reported green and were lying

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Comments 2
4 min read
Don't Wire a Coding Model Into Your Workflow Until It Passes Your Own Harness

Don't Wire a Coding Model Into Your Workflow Until It Passes Your Own Harness

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5 min read
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