This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
AI Council
An AI product team in your repo, from idea to merged PR
An open-source template that turns a git repo into your product's AI council. Four lenses (product, UX, tech, business) debate each real decision, check your live data through MCP connectors, and write it down as a PR/FAQ, ADR or council decision. Approve the plan, and the council chat branches into Claude Code or Codex sessions in your code repos, each ending in a merged PR, and the roadmap moves. A studio makes your launch films as code.
I build products alone or with a very small team, so I play every role: PM, designer, architect, marketer. The code got easy. Making good calls, fast, and remembering why, did not.
So in January I started an "AI council" for my English-learning app, Subturtle. It's a git repo where four AI lenses (Product, UX, Tech, Business) each think about a question on their own, then one agent writes a single verdict and saves it as a doc. Since then I've run four products this way, and today I'm opening the template.
What it does: • Decides. Only real decisions get the full council. Small things get one lens, or none. • Writes it down. PR/FAQs, ADRs and council decisions, in plain markdown in git. Six months later you still know why. • Checks the numbers. With MCP connectors (Mixpanel, Stripe, ClickUp…), it queries your data before it argues. • Hands off to code. Once you approve the tasks, the council chat starts Claude Code or Codex sessions in your product repos. Each one opens a PR, and the roadmap moves. Last week Subturtle's council turned 6 live-test gaps into a fix that was merged to production 33 minutes later. • Makes the launch film. The studio builds films, demos and motion graphics as code. The video on this page was made that way.
It works with Claude Code, Codex, Gemini CLI and Cursor. No server, no account. Fork or clone the repo, open it in your agent and say "set up the council": https://github.com/navidshad/ai-...
I'd love to hear what lens you'd add for your product. Mine for Subturtle is a language-learning scientist.
About AI Council on Product Hunt
“An AI product team in your repo, from idea to merged PR”
AI Council was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #105 on the daily leaderboard. An open-source template that turns a git repo into your product's AI council. Four lenses (product, UX, tech, business) debate each real decision, check your live data through MCP connectors, and write it down as a PR/FAQ, ADR or council decision. Approve the plan, and the council chat branches into Claude Code or Codex sessions in your code repos, each ending in a merged PR, and the roadmap moves. A studio makes your launch films as code.
On the analytics side, AI Council competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AI Council performed against the three products that launched closest to it on the same day.
Who hunted AI Council?
AI Council was hunted by Navid Shad. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Council including community comment highlights and product details, visit the product overview.
Navid Shad
Hey Product Hunt 👋 I'm Navid.
I build products alone or with a very small team, so I play every role: PM, designer, architect, marketer. The code got easy. Making good calls, fast, and remembering why, did not.
So in January I started an "AI council" for my English-learning app, Subturtle. It's a git repo where four AI lenses (Product, UX, Tech, Business) each think about a question on their own, then one agent writes a single verdict and saves it as a doc. Since then I've run four products this way, and today I'm opening the template.
What it does:
• Decides. Only real decisions get the full council. Small things get one lens, or none.
• Writes it down. PR/FAQs, ADRs and council decisions, in plain markdown in git. Six months later you still know why.
• Checks the numbers. With MCP connectors (Mixpanel, Stripe, ClickUp…), it queries your data before it argues.
• Hands off to code. Once you approve the tasks, the council chat starts Claude Code or Codex sessions in your product repos. Each one opens a PR, and the roadmap moves. Last week Subturtle's council turned 6 live-test gaps into a fix that was merged to production 33 minutes later.
• Makes the launch film. The studio builds films, demos and motion graphics as code. The video on this page was made that way.
It works with Claude Code, Codex, Gemini CLI and Cursor. No server, no account. Fork or clone the repo, open it in your agent and say "set up the council": https://github.com/navidshad/ai-...
I'd love to hear what lens you'd add for your product. Mine for Subturtle is a language-learning scientist.