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P0 AI coding harness

People recommend P0 for running feature development as a structured, autonomous pipeline that ships working code into real codebases. The most common caveat is its price, which one commenter called too high for hobbyists.

Summarized from 18 comments.

People recommend P0 for running feature development as a structured, autonomous pipeline that ships working code into real codebases. The most common caveat is its price, which one commenter called too high for hobbyists.

recommend
14
criticize
0
months recommended
1 of 13
median owned, 3 owners said
0.08 years

Why people love it

  • Autonomous pipeline ships features into codebases · 4

    a purpose-built harness that treats feature development as a structured pipeline, not an open-ended chat.

    Mar 2026 · comment

    handles the entire process in an app that you can just set up and run with

    Mar 2026 · comment

    once the requirements are defined, the harness executes autonomously

    Mar 2026 · comment
  • Improves velocity and code quality · 2

    p0 allowed to drastically improve per engineer velocity, AI code quality and iterate faster with working prototypes

    Mar 2026 · comment

    IMO that is the best implementation of self-generating repo rules I have seen.

    Mar 2026 · comment
  • Works well out of the box · 3

    With p0 you get one out of the box that we have been and keep tweaking.

    Mar 2026 · comment

    it worked really well for us – awesome tool!

    Mar 2026 · comment

    works really well in our opinion

    Mar 2026 · comment
  • Generates useful repo standards · 2

    IMO that is the best implementation of self-generating repo rules I have seen.

    Mar 2026 · comment

    Standards generation is great. I really like that approach.

    Mar 2026 · comment

What people warn about

What hackers pick instead

Every quote

The 15 most detailed of 18 comments. Each links to the original.

  1. p0 allowed to drastically improve per engineer velocity, AI code quality and iterate faster with working prototypes

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  2. a purpose-built harness that treats feature development as a structured pipeline, not an open-ended chat.

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  3. IMO that is the best implementation of self-generating repo rules I have seen.

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  4. handles the entire process in an app that you can just set up and run with

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  5. With p0 you get one out of the box that we have been and keep tweaking.

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  6. once the requirements are defined, the harness executes autonomously

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  7. so far have shipped 3 features to production. Very helpful tool!

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  8. Standards generation is great. I really like that approach.

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  9. it worked really well for us – awesome tool!

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  10. $100 / month is too pricey for hackers

    Mixed · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  11. works really well in our opinion

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  12. Actually really promising! How does it differ from Claude Code? Massive opportunity right here!

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  13. Sounds great! I heard about the product two weeks ago

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  14. it forces you to focus on the fundamentals

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

  15. insane team behind this, will be big

    Recommends · Mar 2026 · in “Show HN: P0 – Yes, AI can ship complex features into real codebases”

Counts from 1,795,640 Hacker News comments, Nov 2025 to Nov 2026. How we count · Report a mistake