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Last updated 2 days ago

The Transactional Outbox Pattern in Symfony: Keeping Your Database and RabbitMQ Consistent

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Your order was saved, but the “OrderPlaced” event never left the building...

The Hidden Technical Debt of Prompt Hacks

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Architectural patterns to insulate enterprise pipelines from sudden model deprecations.An editorial still...

The Vibe Coding Trap: Why AI-Generated MVPs Are Quietly Bankrupting Early-Stage Startups

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A founder friend recently showed me a full-stack SaaS he built over...

What to Log Before Your Agent Fails in Production

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An agent that takes 45 seconds to answer a one-line question isn’t...

Oracle Signed $288B of Leases. Then Came the Jupiter Notice

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On September 11, Oracle filed a quarterly report counting $288 billion of...

OCR as a Document, Not Just a String

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Photo by Ervan M Wirawan on UnsplashI have a pet project: a...

Making a “Hello World” in Lean

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The Language That Proves MathContinue reading on Level Up Coding »

Recursive CTEs: SQL’s Hidden Graph Traversal Engine

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Navigate hierarchies, find routes, detect cycles and calculate degrees of separationContinue reading...

Your Codebase Is Part of the Prompt: How AI Coding Agents Read Your Code

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AI coding agents don't just follow your instructions. They read your code...

Chat Answers. An Agent Acts.

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What changes when your AI tool can read your repository, run your...

Your AI Agent Has No Alibi and It Just Lied to You. Stop Grading It on Whether It Finished the Task

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A model that fabricates a tool call and still fixes your database...

The answer was two clicks away. We read all 5,464 pages.

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It worked in dev · Episode 6 · technique: stopping at the...