Ambient. Unified. Current.

The knowledge harness for engineering teams.

Your team's working knowledge wired to your coding agent.

// Onboarding design partners · Lives in your cloud

Coding agents that know the codebase like the people who built it.

Every decision your team has made across pull requests, Slack, runbooks, deploys, and incident timelines, reconciled into one continuously-current knowledge surface. Wired into every coding agent on your team, the moment it is about to act.

01Agents ship pull requests your senior would approve.
02Reviews catch the rules that aren't in the code.
03During an incident, the engineer on-call
knows what changed and what not to do.
04Decisions outlive the member who made them.
05New engineers have tribal knowledge on day one.

When an agent is about to act, it asks Ardelio one thing.

One call. One reconciled answer. With sources.

cursor → ardelio.contextask
{
  "question": "what constraints exist for update-profile?",
  "mode":     "answer"
}
ardelio.context → cursor118ms
{
  "finding":  "update-profile: retry cap hard-set at 2;
              jitter breaks downstream cache key;
              ping @platform-auth before shipping.",
  "evidence": [
    { src: "pr:#4812 · review thread" },
    { src: "runbook/auth.md" },
    { src: "slack:#eng-help · 3w ago" }
  ],
  "owner":    "@platform-auth"
}

Served to your coding agent via MCP. Cursor, Claude Code, Codex, VS Code, and more.

Where it shows up.

Before code ships

As code is written and reviewed, the agent carries the rules that apply — the retry cap, the cache key, the co-deploy, the runbook that was never written down.

When something breaks

The agent on-call knows what changed, who owns it, what's similar, and what not to do. Same harness. Different moment.

When someone new starts

Their coding agent already has what the team knows. Onboarding shrinks from months to a session.

How.

Ardelio gathers knowledge from your connected sources, repositories, pull requests, code review comments, Slack, runbooks, deploys, and incident timelines. It reconciles them into one continuously-current understanding of how your team builds and operates. Engineers reach it through the coding agent they already use, via MCP.

Lives in your own cloud. Read-only credentials. Your data never leaves your environment.

CursorClaude CodeCodexVS CodeMCPSelf-hosted

See Ardelio in action.