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AI-Powered Semantic Job Matching System Using FastAPI, Vector Databases, and Dual Encoders

AI-Powered Semantic Job Matching System Using FastAPI, Vector Databases, and Dual Encoders

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2 min read
Task Manager API in FastAPI

Task Manager API in FastAPI

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1 min read
Prompt regression testing in CI: a 5-minute setup

Prompt regression testing in CI: a 5-minute setup

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3 min read
The Floci philosophy: stay tiny, feel like real AWS

The Floci philosophy: stay tiny, feel like real AWS

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3 min read
Getting Started with Playwright E2E Testing

Getting Started with Playwright E2E Testing

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1 min read
"Prime Testable" Code

"Prime Testable" Code

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2 min read
API Contract Testing: Why Safe Changes Still Break Clients

API Contract Testing: Why Safe Changes Still Break Clients

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2 min read
False Positives in SAST — How I Built Suppression Into My Scanner and Why It Matters

False Positives in SAST — How I Built Suppression Into My Scanner and Why It Matters

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9 min read
The Asymmetry of Change: Why Your Tests Are Looking the Wrong Way

The Asymmetry of Change: Why Your Tests Are Looking the Wrong Way

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5 min read
Playwright is Powerful, But Managing It at Scale? That's Another Story

Playwright is Powerful, But Managing It at Scale? That's Another Story

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4 min read
TWD setup is now two Vite plugins and zero app code

TWD setup is now two Vite plugins and zero app code

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3 min read
Built a Free JSON/API Payload + Temp/Disposable Email Tool for Developers

Built a Free JSON/API Payload + Temp/Disposable Email Tool for Developers

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1 min read
Your parity gate must enforce the number you publish: a testing methodology for porting ML models across runtimes

Your parity gate must enforce the number you publish: a testing methodology for porting ML models across runtimes

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8 min read
We were burning £300/month on Bitbucket pipeline minutes before a single test suite was finished. So I built the alternative.

We were burning £300/month on Bitbucket pipeline minutes before a single test suite was finished. So I built the alternative.

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2 min read
When your SaaS API has docs but no real sandbox

When your SaaS API has docs but no real sandbox

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3 min read
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