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#Lessons Learned

Retrospectives from running AI systems in production

10 posts

  1. 01
    article·4d ago·2 comments

    Lessons learned running GPU capacity for 14 internal teams

    #Inference#Lessons Learned

    by @diego

  2. 02
    article·4d ago·2 comments

    Lessons learned: the five retrieval bugs that reached production

    #Lessons Learned

    by @tomas

  3. 03
    article·5d ago·2 comments

    Lessons learned: 3,000 AI review comments, ranked by usefulness

    #AI coding#Lessons Learned

    by @samuel

  4. 04
    article·8d ago·2 comments

    Lessons learned from 11,000 agent runs that went sideways

    #Lessons Learned

    by @priya

  5. 05
    article·8d ago·2 comments

    Lessons learned after six months of routing 40M tokens a day

    #Lessons Learned#Inference

    by @nadia

  6. 06
    article·11d ago·2 comments

    Lessons learned: what 18 months of eval data actually predicts

    #AI coding#Lessons Learned

    by @elena

  7. 07
    article·12d ago·2 comments

    Lessons learned from auditing 40 MCP servers

    #AI coding#MCP#Lessons Learned

    by @jonas

  8. 08
    article·13d ago·2 comments

    Lessons learned: 40k requests a day on a single 24GB card

    #Lessons Learned#Inference

    by @aiko

  9. 09
    article·16d ago·2 comments

    Lessons learned maintaining an inference engine with 900 open issues

    #Lessons Learned#Inference

    by @marcus

  10. 10
    article·25d ago·2 comments

    Lessons learned: 6% of our first LLM outputs were quietly malformed

    #Lessons Learned

    by @leila