KnightLeap was built for one specific person: the technical founder who runs several ventures at once, already builds with an AI coding agent, and is quietly drowning in the project-management overhead the agent doesn't touch. Not a startup with one product and ten people. One person with five projects, a coding agent as their dev team, and one calendar. If that's you, this is why the app works the way it does.
Founders and indie hackers operating a portfolio of ventures — an agency, a SaaS side-project, a content studio, a consulting practice — plus the parts of life that demand the same attention, like family and the household. You're the strategist, the operator, and the person doing the work, and most days that work runs through Claude Code, Codex, or Gemini. Your AI writes the code. Your scarcest resource is what's left: your hours, and your honesty about where they go.
Running many small ventures with an AI agent breaks the tools and habits built for one product and a full team. Specifically:
Your AI is already your dev team. The unmet job is everything around the code — planning the week, prioritizing, tracking status, rolling up to OKRs. KnightLeap hands that layer to the same agent over a hosted MCP server, organized around the only honest unit of time: the week. Quarters are too far away to feel urgent; days are too small to move anything. The week is close enough to be honest and long enough to make progress — and the app forces three things solo founders skip: focus (a hard cap on goals), honesty (capacity you can't fudge), and reflection (a review you can't avoid). Your agent plans, executes, and reports; you make the calls.
| The pain | What KnightLeap does |
|---|---|
| AI ships code, you run the PM busywork | Agent over MCP/API — a hosted MCP server (31 tools) plus a REST API let your agent pick up a story, ship, and send it to review, so the board updates itself while you build. |
| No single view of the week | Portfolios & Overview — every venture is a portfolio of projects; one roll-up shows the whole week across all of them, with Family alongside the LLCs. |
| Goals that die / lists that are too small | Weekly sprints + quarterly objectives — direction set per quarter, executed in weekly sprints that roll up into it. No annual goal theater, no reactive busywork. |
| Overcommitting blind | Capacity that doesn't lie — allocations are checked against your real weekly hours, on Monday. Plan more than you have and it says Overcommitted while you can still fix it. |
| Re-typing routines | Recurring stories — define a routine once (days, time, checklist, owner) and every week schedules itself; edit the template and the future updates. |
| Generic AI advice you can't trust | Grounded in your data — the in-app AI drafts briefs, breakdowns, and check-ins from your live workspace, retrieved over structured SQL and the same MCP/API your agent uses. RAG-like, without a vector store; it drafts, you confirm. |
| Business vs. life | One honest week — personal projects sit beside business ones and count against the same capacity, because your Thursday already does. |
It's not a blank canvas you have to assemble, and it's not a project tool for a team orbiting one product. It's opinionated software for one technical operator across many ventures: fixed weekly sprints, a hard cap of three goals, self-scheduling routines, capacity that calls your bluff, a review you can't skip — and an AI coding agent treated as a first-class participant, not a chatbot bolted on the side. The constraints aren't limitations — they're the feature. They're what turn five projects and one calendar into one honest week.