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Devoxx: Backlog.md : Reaching 95% Task success rate with AI Agents by Alex Gavrilescu

Alex Gavrilescu’s Backlog.md talk shows how he went from “naked prompts” and chaos to a 95% task success rate by turning every feature request into a markdown task in his repo. He’ll walk you through how adding just the right context, a slick CLI demo, and head-to-head agent comparisons (Claude vs. Codex vs. Jules) can turbocharge your side projects.

You’ll leave with a drop-in folder structure that makes LLM code contributions safe, a repeatable autopilot loop for churning out features, and a living checklist to decide which AI agent should plan, implement, or review—updated through October 2025.

Watch on YouTube

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