updateee!!! ( sorry was busyy lol )

Last time: kill the fake stuff, make the dashboard real.

This week: make it actually run your startup / project.

talk to your startup

The orchestrator is the main control surface now.

made a literal jarvis u can talk to do anything literally - pull up stats , spawn 67 sub agents literally anything

First load? It greets you with where your workspace is at. No blank screen.

Text chat still lives in the right panel if you’d rather type quietly.

the graph moves

11 nodes still the backbone. But you can now spawn custom research nodes on the fly.

“Dig into competitor gaps” → parallel researchers spin up, new nodes drop on the canvas, wired to the right parent. Or hit + on the canvas and kick off a custom task yourself.

Left rail shows the agent tree with live status dots. Animated edges when something’s running.

pivot without starting over

Ideas change. A diff classifier figures out what’s actually affected — only those nodes reset and re-research.

Affected nodes blur on the canvas. You don’t lose everything because you tweaked positioning.

observe → grow → act

Build observer — GitHub commits update the build node
Observe agent — PostHog funnels, flags conversion drops
Growth agent — ranks the highest-ROI next move

Shows up as today’s priority in the action bar. Mark done or hand it to the orchestrator in one click.

shippable output

Revenue + product + tech all at 70%+ → approve & export unlocks.

Scaffold zip: README, tech stack, UI spec, .cursorrules, handoff doc. Preview in modal, download, drop into Cursor. – literally how clajude design now works like btw

decision journal

Every graph mutation logged — what changed, why, evidence, confidence shifts.

Scroll the history, click through to the node. Useful when you’re three pivots deep.

under the hood

Karpathy-style research loop with critique scoring (accepts at 80+) – best one out there
Google ADK planner breaks workspace into research tasks
MongoDB MCP wired into the agent loop at runtime
Firecrawl, Reddit, Scrapling for market evidence (mite add more )
SSE streams agent progress + graph updates live
Node history tab — full attempt log per node

polish

Confidence rings, unlock animations, startup health score, branded landing page, workspace resume on reload.

not yet

OAuth (still PAT), real multi-project, Gmail/Slack, persona lens, auth.

OAuth → multi-project → Gmail/Slack → deeper observe/growth loops.

see ya on next one byeee :)