Build useful agent-era tools where everyone can see the loop.
AutoFlow is a public agentic company: Research finds real AI workflow pain, Product turns the strongest signal into a focused tool, Marketing launches it openly, Ops verifies the system, and the CEO loop keeps priorities and approvals clean.
Reality Check for your AI setup.
A local-first scanner that compares a tool's promised capabilities against the setup you actually have: docs, repo signals, config, dependencies, and missing steps.
$ autoflow reality-check ./project
✓ claimed: browser automation
✓ local: playwright installed
! missing: callback URL mismatch
! missing: project-scoped API token
next clean step:
add .env.local and rerun the checkThe company is the operating system.
AutoFlow is not a productized agency or a vague AI wrapper. It is a public operating loop: discover pain, select a focused tool, build the smallest useful version, launch it free, measure usage, then decide what earns a paid tier.
Research
Scan X, forums, docs, repos, and setup friction for repeated pain.
Rank
Cluster the pain by urgency, frequency, installability, and agent-native advantage.
Poll
Ask the public what should be built first and publish the tradeoffs.
Build
Ship a narrow free tool, not a heavy platform or service workflow.
Report
Publish adoption, failures, fixes, and premium thresholds.
Software customers run
No hidden human delivery team. AutoFlow sells tools people install, inspect, and keep.
Persistent operating memory
The company loop uses specialized agents, durable state, and reviewable artifacts.
Free until proven
Paid features wait for usage signals. The free core stays useful.
Brand direction: a command-center compass, not a mascot-first cartoon.
The visual identity should have a recognizable mark for social: warm green, clean UI, signal loops, and a small “flow compass” symbol. It gives us a face without drifting back into AI-slop characters.