Your AI agents ship faster than ever.
But do you understand why they made those decisions?
Cogniscape builds a temporal knowledge graph from real activity in Claude Code, Cursor, GitHub, Linear and Google Drive.
It turns invisible AI coding sessions into engineering intelligence: plans, technical decisions with alternatives, blockers with estimated impact, root causes, and full end-to-end sagas.
Query everything in plain English using our open MCP Reader, compatible with Claude Desktop, any MCP-compatible client, or automation tools like OpenClaw.
See real engineering intelligence from production teams.
Connects to your existing tools automatically
GitHub 
Linear 
Jira 
Slack 
Google Drive 
Claude Code 
Cursor AI made your team faster. It didn't make them more visible.
Engineering leaders are investing heavily in AI coding tools. Most have no clear way to see what that investment is truly producing at the team level.
Output is up. Understanding is flat.
Over 40% of code is now AI-generated, and the number continues to climb. But the ability to explain what was built, why it was written, and how it fits into the bigger picture hasn't kept up.
Context is scattered across tools
The reasoning behind a decision lives in a Claude session. The implementation is in GitHub. The scope is in Linear. The document changes are in Google Drive. Nobody has the full picture.
Institutional knowledge walks out the door
Your best engineers (and their AI agents) carry critical context in their heads and invisible sessions. When people leave, that understanding leaves with them.
Every tool shows you what changed. Few show you why.
A developer ran multiple AI coding sessions to ship a feature. The PR shows the final diff. It doesn't show the approaches that were tried, the edge cases discovered, the design trade-offs made, or the blockers resolved along the way.
Cogniscape captures what no other tool does: the decisions, the reasoning, and the context behind every change. Automatically and passively. Before it's lost.
See It In Action
This is a live demo powered by Cogniscape's own development data. Click any question below to see the AI reconstruct the full story from real events.
Cogniscape Assistant
Connected to live development data
What would you like to know?
Click a question below to explore real development data from the Cogniscape team.
Responses generated from real Cogniscape development data. No scripted answers.
Engineering Intelligence for AI-Powered Teams
Cogniscape is the understanding layer, the AI coding observability platform, most teams are missing today.
We passively capture structured events from your AI sessions: plans, technical decisions with trade-offs, blockers with estimated impact, bug fixes with root cause. We connect them with activity from GitHub, Linear and Google Drive into a rich temporal knowledge graph.
The result? You can ask complex questions about why decisions were made and get answers backed by real history, not just what changed or how much it cost.
Our MCP Reader is open: use it in Claude Desktop, any compatible client, or integrate directly into your automations.
The AI Coding Observability Platform That's Different
Temporal Knowledge Graph
Full saga timelines from plan creation to deployment. Ask "why was this approach chosen?" and get the complete story.
Structured Intent Capture
8 rich event types from Claude Code and Cursor sessions, captured automatically and passively. No other tool captures the reasoning process at this depth.
Real per-developer ROI with Context
Token usage, cost breakdown, and AI contribution linked to actual outcomes and decisions made.
Open MCP Reader
Query your team's intelligence in plain English using any MCP-compatible client or automation tool. No new dashboard required.
Completely Agnostic & Passive
Works with any editor or stack. Zero behavior change for developers.
Zero-Code Security
We never store source code, only sanitized summaries, relationships and metadata.
How AI Coding Observability Works
Install the lightweight CLI once
Passive capture begins automatically for Claude Code and Cursor.
Connect your tools
GitHub, Linear, Google Drive (and others) via one-time webhooks.
Activity flows into the knowledge graph
All activity flows into the temporal knowledge graph automatically.
Ask anything in plain English
Through the open MCP Reader. Works with Claude Desktop, any MCP-compatible client, or automation tools.
No workflow changes for developers. No additional reporting burden.
Your code never touches our servers
We store only descriptions of what happened, never the source code itself.
Your code never touches our servers
We store only descriptions of what happened, never the source code itself.
Metadata only
Who, what, when, and why. Every event passes through multiple stages of sanitization.
Complete transparency
We capture structured summaries, relationships and metadata. Your intellectual property stays where it is.
Ready to Understand the "Why" Behind Your Team's Work?
In 30 minutes, we'll walk you through real engineering intelligence from production teams and show you exactly what Cogniscape would surface from your workflow.
Book a 30-Minute Executive BriefingMade for Engineering Managers and CTOs who want to understand not just what was built, but why.