ObVect is the AI backend behind every Colossal Capital product. Route across the models you already use — or your own — and never lose context. One API, shared across agents, with a human at the gate.
The ObVectnian ideal
A dozen providers, each with its own interface, limits, and quirks, is noise. ObVect resolves that chaos into structure — every model working in harmony under one API.
Each request lands on the model that fits — cost, quality, and latency.
Any model can run as a multi-turn agent. Plans, tool calls, and approvals stay on one map.
One shared context follows the work. Switch agents without losing the thread.
Named identities, one thread
Multi-turn work, a shared context, and human approval where it matters. Switch agents without losing the thread.
Every provider behaves like a first-class agent — plans, tools, and approvals on the same path.
Every agent reads and writes the same map. Tickets, plans, and decisions stay in one place.
Retrieval sits behind answers, so they come from your documents and code — not model memory.
Three ways to run a model
Point ObVect at a local model, a private model trained for your tenant, or the providers you already use. Your choice, your bill.
Have a model on your machine? ObVect routes to it — private and offline-capable.
A private model for your tenant. Never shared. Never a dump of the source.
Bring keys for Anthropic, OpenAI, Google, and the rest. Routed per request.
Use the default gateway, or bring your own keys and on-device models so private traffic stays on your bill. Same API from the portal, desktop, VS Code, or your own apps.
Continuity
Coordinate many agents on a single task. Context flows through every handoff, so the next agent picks up exactly where the last left off.
The step lands on the best model — or the one you pin.
The model works a task — with a human at the moments that matter.
Plans, decisions, and results stay in one place.
The next agent reads the same context and continues.
Machine identity
Each agent is a distinct, revocable identity with scoped access. Plug in your own identity provider if you prefer. Revoke one without disturbing the others.
From repo to ordered work
ObVect maps your connected repos, finds what's missing, and sequences ordered tickets for the right agent — then re-analyzes as work lands.
Missing pieces, duplicates across repos, disconnected layers, holes in coverage.
Gaps become tickets, deduped against your boards, routed to the right agent.
Aim the pass at a goal — ship readiness, bugs, docs, or security — without boiling the ocean.
Private models
Trained from how your products actually evolve. The product stays yours; the model learns the safe path from one working state to the next.
Successful release patterns — not a cloned codebase.
Rollbacks and breakage become examples of what to avoid.
Per-tenant and private. Trained where you choose to run it.
Enterprise readiness
ObVect ships with the operational foundations enterprise teams need: observability, disaster recovery, auth hardening, and policy enforcement — no bolt-ons required.
Metrics and traces — secrets stripped before they leave your network.
MFA, SSO, and provisioning through Idio. Extra confirmation for sensitive operations.
Backups, restore drills, and runbooks. SOC 2-ready documentation.
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