proomt

Search

Search posts, papers, and topics

All posts

Hacker News front page

Vibe Coding Production Kit – a production workflow for AI coding agents

Related reading

  1. CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

    CodeMidas builds RL environments directly from open‑source code: agents explore a repo, infer a spec, generate tests from the original implementation, and filter tasks via execution checks. The pipeline yields 5,545 high‑quality coding tasks across 23 languages and 15 domains. Training the MiMo‑V2.5 agent with GRPO on this dataset improves benchmark scores by 8‑18% (e.g., DeepSWE +11.7%, ProgramB…

    Hugging Face Daily Papersarxiv.org1 minpaper
  2. Agentic coding in the enterprise: Is your pipeline ready?

    Agentic coding lets AI agents write, test, and submit code autonomously, shifting the bottleneck from writing to governing code in production. Enterprises face rising failures, unclear ownership, growing costs, and weakened controls, which require a unified pipeline visibility layer.

    Codeshipcloudbees.com6 min
  3. Towards Self-Driving Codebases

    The post argues that AI agents could eventually handle low‑level engineering tasks—bug fixing, debugging, UI consistency, growth experiments—if the dev toolchain is made “agent‑legible”. It outlines missing primitives (global memory, code‑base rot prevention, better dev environments) and proposes a bootstrapping process to measure and improve a repo’s “agent readiness”. The piece is largely specu…

    Hacker News front pagedetail.dev9 minHN12099