C10:OS_Start with your idea!
End with working software,
and a business_
Intent in. Operation out.
Tell C10 what you need. It builds it with you. It stays alive. You never pick a template, never name a database, never re-explain your business to a blank box.
Free-text intent is captured, inferred, and played back for correction before anything is built. A staged pipeline — capture → infer → revise → map → plan → bind → build → questions → verify → stamp — turns the corrected understanding into a deployed, governed application. Every step appends its reason to an append-only record.
It asks before it builds.
Understanding is gated, then compiled.
Most tools take your words and run. C10 takes your words, plays back what it understood, and asks you two or three questions — so you correct it while corrections are still cheap.
Capture precedes inference; inference is played back as an artifact and measured against a pre-registered accuracy gate (blind, hash-pinned holdout) before build is authorized. Understanding is a pass/fail claim, not a vibe.
Describe
Say what you need in your own words. A sentence is enough — no spec document, no jargon.
Free-text intent capture. No schema up front: the sentence is the source artifact, preserved verbatim with provenance.
Understand
C10 plays back what it understood and asks a few questions. You correct it before anything is built.
Infer → revise → map. The playback is the contract; revisions are recorded, and the mapped model is what the build is later verified against.
Build
A real application, live on its own web address — not a mockup. You watch it take shape, and you can back up a step any time.
Plan → bind → build → verify → stamp. Pure-function gates check the build implements the mapped intent and fail red on drift. Deploys land on their own subdomain behind an access list you control by email.
Grow
The software remembers why it's shaped the way it is. Come back next month, say "add deposits," and it picks up where you left off.
Every change appends who, what, and why to an append-only record. Continuity is the optimization target: the system resumes reasoning instead of reconstructing it.
Not just an app. A business in a box.
The app ships with its operating company.
The app is the visible part. Around it comes the company: one place where your customers, decisions, and files accumulate — instead of being scattered across five subscriptions.
Every build lands inside a shared operating system: a team hub with CRM, chat, files, and search over one store; per-project publishing; a single login across every app; and an in-page feedback channel that turns a comment into a tracked, assignable job.
Your customers
Leads and customers live next to the work that serves them — not in a separate tool that forgets the context.
A CRM embedded in the team hub, sharing one store with chat, files, and decisions; intake from your public pages files straight into it.
Your memory
Every decision keeps its reason, permanently. "Why did we change suppliers?" always has an answer.
An append-only reason chain — timestamp, actor, change, rationale — written at change time and searchable forever. Git records what changed; the chain records why.
Your front door
Publish a page or an app to your own web address in minutes, and control who can see it by typing their email.
One command routes an app to its own subdomain through a managed tunnel, gated by an email allow-list. Revoking access is the same one command.
Your fixes
See something wrong in your live app? Drag a box around it, type what you expected, and it becomes tracked work — no ticket system to learn.
An in-page overlay captures the region, the comment, and the page state into a job record with a price and an owner. Feedback enters the same queue as planned work.
It stays yours.
Egress is deterministic. AI never holds the pen.
Your software, your data, your customer list, your credit. Data leaves your side of the wall only under an agreement you signed — and every attempt, allowed or refused, leaves a receipt you can audit later.
A deterministic egress gate sits between your side and the outside: policy codes decide, and every crossing — allowed or refused — is written to a tamper-evident, hash-chained, signed receipt ledger. The negotiating layer is blind by construction: it can describe what is needed without ever seeing your data. Authorship is verified at write time, so credit can't be faked or accidentally erased.
AI can ask.
Only code decides.
That line is the whole design: automation can propose, but release decisions run through rules you set, not through a model's judgment.
No language model sits on the release path. Plans are checked against declared policy before execution; nothing self-admits into the record without author, reason, and verification attached.
Built first. Claimed after.
Pre-registered bars, published results.
We built the system first and published the bar afterward, so the claims could be checked rather than taken on faith. Here is what is running today, and what is still forming — plainly.
The understanding engine passed a pre-registered gate: a blind, hash-pinned holdout, scored pass/fail, with zero confident-wrong answers. Projects "graduate" only by passing recorded checks, and the pass is hashed and kept. What follows is the same honesty applied to the whole surface.
Live now
- Describe-to-build pipeline, with playback and questions — staged intent pipeline; gate-checked builds; measured understanding.
- Team hub: customers, decisions, files, search in one place — CRM + chat + files + append-only reason chain over one store.
- Publishing to your own web addresses, access controlled by email — per-app subdomains via managed tunnel + allow-list gating.
- Automated click-through testing before anything ships — every build driven end-to-end in a real browser pre-release.
- Signed, auditable receipts for data leaving the system — deterministic egress gate with hash-chained signed ledger; hardening continues.
Still forming
- Self-serve building — today every build starts with a conversation
- A customer dashboard for watching your build from outside
- Published pricing — see below for how access works now
Pricing follows your first build.
Intake is human-attended, deliberately.
No tiers to decode. Describe what you need, and we build the first piece with you — then price the road ahead against what your business actually turned out to need.
There is no self-serve gate yet and no published tier table; that is stated rather than dressed up. Descriptions file into an attended intake queue, and the first build is scoped in conversation. Access gating is governance, not scarcity theater.