Community around the Summito project
Build with AI. Examine the evidence with Summito.
Summito is building independent assurance for AI-assisted software development. This is the public community around that work: a place to share evidence, discuss where AI coding agents fall short, and follow the project as it develops.
The Summito project
Independent assurance for AI-assisted software development
AI coding agents can help people build faster. They can also leave requirements incomplete, overlook project rules, introduce security risks, or produce tests that pass without proving the intended behavior.
Summito is under development to help developers examine that work with clearer evidence, visible limits, and independent judgment. The project is exploring Arbiter: a read-only assurance system intended to assess requirements, plans, code, tests, and release readiness produced with AI coding agents.
Evidence before confidence
A useful conclusion should show what supports it, what was checked, and what remains outside its coverage.
A judge, not another code-writing agent
Arbiter is intended to assess work independently. It will not write, modify, commit, merge, or deploy customer code.
Clear limits, not guarantees
Summito will not claim that software is bug-free, perfectly secure, or legally compliant. Planned capabilities and current limitations will be stated openly.
Follow the project in the open
This website is the community around Summito. Read the project documentation, share practical evidence from AI-assisted engineering, and follow the project’s current direction.
See Summito in context
A short introduction to the thinking behind Summito.
Latest from the community
Every discussion here was reviewed before publication. Reading needs no account.
Recent discussions
All discussionsNo published discussions yet.
The first field report could be yours: something an AI assistant got wrong, and how you caught it.
On the roadmap
Full roadmapA welcoming public community
In progressClear community feedback and moderation
PlannedUseful community knowledge
PlannedPublic beta target
Planned
Roadmap items show current thinking, not a promise of future capabilities.
Three ways to take part
You can read everything public without an account. Sign in only when you want to contribute.
Discuss real gaps
Share practical lessons from AI-assisted engineering.
Browse discussions 02 suggestSuggest improvements
Share feedback and help surface what the project should examine next.
See the roadmap 03 proposePropose engineering rules
Contribute evidence and context. Proposals remain proposals until they are reviewed.
Read the guidelinesKnow how much weight a contribution carries
Popular is not the same as verified. Summito keeps these levels of evidence visibly separate.
Community signal
Votes and useful-answer marks show what people found helpful. They do not verify that it is correct.
basis: votes
Published proposal
A named moderator allowed it to be public. It is still a proposal open to discussion.
basis: moderation
Validated knowledge
Reviewed through a separate engineering validation step, independent of its popularity.
basis: engineering review
Follow along, on your terms
The waiting list is optional. You do not need it to read or take part in the community. Community submissions are reviewed before publication. Summito is being built in public; current discussions and roadmap items are not guarantees of future product capabilities.