Your team already decided this. The Guardian won't let a PR quietly reverse it.
Trace reads every Slack thread, pull request and RFC into one temporal memory graph, then interrupts the moment a change reverses a past decision, duplicates shipped work, or leans on a single owner. In-thread. On the PR. Cited, dated, owned.
See it in action
Watch Trace catch a decision going wrong, live
2-minute demo · watch Trace catch a decision going wrong, live
We're validating with real teams
Give your company a memory, and a guardian.
Trace remembers every decision your company makes, traces exactly where one went wrong, and feeds that memory to the AI agents your team already uses. Join the private beta, or just tell us if the idea resonates.
Outcomes, not features
Why engineering teams use Trace
The status quo is expensive
Organizational memory failures cost real money
Teams unknowingly reverse previous technical decisions.
Multiple teams build the same capability independently.
Critical decisions disappear when people leave.
Coding assistants generate code without understanding company standards.
The company brain for coding agents
Every AI should think with your company's memory.
Instead of relying on generic training data, every coding agent consults Trace before it makes an architectural decision.
A different interaction model
Observe. Remember. Reason. Protect. Improve.
Every message, PR and doc flows into memory, continuously.
Cognee builds a temporal knowledge graph of decisions.
It re-reasons over the graph: what contradicts, duplicates, or has one owner.
It interrupts in-thread and on the PR, cited, dated, owned.
You grade each catch; precision compounds for your team.
A new category
Not search. Not chat. Organizational memory.
One memory graph
Everything the company knows, connected.
Every source flows into one temporal graph. The Guardian reasons over it, then every developer and AI coding agent works from the exact same memory.
Enterprise-grade findings
Every catch is cited and scored.
PR #482 migrates billing to MongoDB, reversing the Q1 decision to standardize on PostgreSQL.
API-first
One API. Every AI understands your company.
Power every agent, CI check and IDE with verified organizational memory, served live over MCP or a single HTTP call.
Explore the Brain APIGET /brain
{
"architecture": "Postgres standard · REST + typed SDK",
"codingStandards": "single-flight token refresh; idempotent payments",
"knownIncidents": "auth 401 race (#142) · billing double-charge",
"rejected": ["MongoDB", "GraphQL public API", "on-prem"],
"owners": { "auth": "Priya", "infra": "Nina" },
"confidence": 0.97
}Memory that understands time
It knows what changed, and when.
Most tools store the latest doc. Trace keeps the whole chain, so it catches the PR that quietly reverses April's call.
Always on
What Trace continuously protects
Live where connected to this instance; demo figures otherwise.
Built for teams
Enterprise ready
Not a screenshot
Experience Trace in action
Scroll the briefing, watch the graph, ask by voice, project a bus-factor risk. It's the real product, running right here.
Briefing
What your team forgot today
Scanning your team's memory…
Built with
Why now
Engineering teams increasingly rely on AI coding assistants, and those assistants generate code with no organizational memory. Trace becomes the memory layer between enterprise knowledge and every AI agent.
Build AI that remembers.
Your organization already knows the answer. Trace makes sure every engineer and every AI agent does too.
Start Building