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.

next

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

see ya on next one byeee :)

#devlog 1 more to come :)

the moat behind it : why hire dozens of people when 1 platform can take care of it all from developing , advertising , marketing etc and thats CoFound

demo mode is still there if you want to poke around without committing to an idea. the dashboard itself is cleaner now. no custom cursor on the product page, no fake project list, no hardcoded restaurant copilot stuff. what you see maps to your actual workspace.

integrations are starting to do real work. github and posthog have connect flows that explain what they unlock (build and observe nodes). reddit research runs automatically. gmail, slack, and gummysearch are marked coming soon for now.

first-time users get a getting started checklist that tracks real progress: agents researching, connecting integrations, chatting with nodes, exporting a blueprint. coach marks point you at the canvas, integrations rail, and today’s priority bar.

where it’s heading

tighter onboarding so every click has a clear next step. real oauth for integrations instead of manual tokens. multi-project switching. deeper observe and growth loops once posthog and github are connected. basically turning cofound from “cool demo” into something you’d actually open every day while building a startup.