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I fixed a smolagents bug that confused everyone who hit it (with Sentry watching the whole time)
DEV Community

Jul 16, 2026

I fixed a smolagents bug that confused everyone who hit it (with Sentry watching the whole time)

This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. ...

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Stratagems #15: Derek and Alex Shared One Server. ACL's AI Was Listening to Both.
DEV Community

Jul 16, 2026

Stratagems #15: Derek and Alex Shared One Server. ACL's AI Was Listening to Both.

When the enemy occupies favorable terrain, don't attack head-on. Use a decoy to lure the tiger down...

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Smash Story: The Demo Script That Out-Debugged My Test Suite
DEV Community

Jul 15, 2026

Smash Story: The Demo Script That Out-Debugged My Test Suite

A green 10-test suite, a broken production default, and the 10-minute smash — how a live demo caught an API-contract bug that mocks never could.

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Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB
DEV Community

Jul 15, 2026

Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB

Developers are pushing back against cloud API billing and the privacy risks of sending proprietary...

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My Demo Script Found a Production Bug on Its First Run: A Tiny Post-Mortem
DEV Community

Jul 15, 2026

My Demo Script Found a Production Bug on Its First Run: A Tiny Post-Mortem

How a narrated demo for an MCP image server caught an API-contract drift that 10 passing unit tests never could — root cause, fix, and lessons about mocked tests.

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Build One AI Tool Server, Call It From Three Different Agents (MCP Explained)
DEV Community

Jul 15, 2026

Build One AI Tool Server, Call It From Three Different Agents (MCP Explained)

A beginner-friendly tour of the Model Context Protocol: one Python server that generates images with Gemini, called by Claude Code, a Google ADK agent, and a Rust CLI.

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I audited my own AI-generated refactor and found 46 bugs. Here's what that taught me.
DEV Community

Jul 15, 2026

I audited my own AI-generated refactor and found 46 bugs. Here's what that taught me.

How a 1,920-line file turned into 410 lines, why "it works" was a lie twice, and why the fix wasn't a...

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Why did my benchmark stop at N=22? A debugging story in nine bugs
DEV Community

Jul 15, 2026

Why did my benchmark stop at N=22? A debugging story in nine bugs

Submission for DEV's Summer Bug Smash — Smash Stories track. There was a file in my repo called...

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My benchmark's Python column was N/A for a year — CPython's 4300-digit limit, and eight other bugs
DEV Community

Jul 15, 2026

My benchmark's Python column was N/A for a year — CPython's 4300-digit limit, and eight other bugs

Submission for DEV's Summer Bug Smash — Clear the Lineup track. The...

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