Drafts technical planning output
Turn unclear work into a first pass plan the team can react to instead of starting from zero.
Structured planning output supported by saved runbooks and repeatable planning patterns in the logbook.
Development Helper
AI development assistant for repos and issue triage
Answer code questions, open PRs, triage issues, and draft planning output — without giving AI full access to everything.
Development visibility
Review repo work, issue triage, and approvals in one place
The Bridge keeps code questions, issue routing, and higher-risk write actions visible so engineering teams stay in control.
Sleep Bay 0
Coffee Room 2
Work Deck 3
Sleep Bay 0
Coffee Room 2
Work Deck 3
Recent Activity
Live
Trust Metrics
Approval Rate good 94% 47 / 50 approved
Auto-run Success good 97% 23 / 25 completed
Rollback Rate good 0.4% 1 / 242 actions
Tool Denial good 1.2% 3 / 242 denied
Resolve Time good 2.3s median response
Development workflows remain inspectable through activity streams, trust signals, and approval-aware execution paths.
Step 01
Answers repo and product questions
Help the team understand code, past decisions, and likely causes faster without digging through everything by hand.
Code-reading tools with repo context plus logbook retrieval for past technical decisions and notes.
Step 02
Prepares branches and PRs for review
Do the setup and draft work for engineering changes while keeping write actions behind review.
Branch start, commit, and PR-open flows with approval gates before higher-impact changes.
Step 03
Triage incoming issues cleanly
Summarize bug reports, suggest routing, and make ticket queues easier for the team to manage.
Issue-system integration with label, assignment, and structured triage output tied to a careful ticket-routing policy.
Coverage
Where it works and what it uses
Channels
Where this agent works
- API
- Slack
- Handoff
Tools and capabilities
What this agent can access
- Code reading
- Branch and PR creation
- Issue triage
- Repo sync
- Planning drafts
- GitHub integration
Stays current before it answers
Check the repo state first so answers and drafts are based on current code instead of stale assumptions.
Repo sync and branch check flows to keep working context aligned with the latest source state.
Example prompts
Example prompts for an AI development assistant
These are the kinds of repo and engineering tasks a team can run once the assistant has repo access, saved runbooks, and approval-aware write actions.
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Explain this part of the repo and point out the files I should read first.
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Summarize this issue, suggest likely owners, and draft a clean triage note.
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Prepare a small code change on a branch and stop before opening the PR.
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Write a first-pass implementation plan for this ticket using the current repo state.
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Compare these two approaches and list the main technical tradeoffs.
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Escalate this change to a human reviewer with a short handoff and open questions.
Related pages
See how development workflows stay scoped and reviewable
These pages explain how shared memory, approvals, and business-safe controls apply when AI helps with repo work and engineering operations.
AI Agents With Approvals
See how write actions and higher-risk changes stay behind review gates.
Explore page
AI Agents With Shared Memory
Understand how saved runbooks and shared context help agents answer from current team knowledge.
Explore page
Security
Review the access, trust, and governance model behind business-safe AI workflows.
Explore page
Request Beta Access
Start the guided setup flow for your first development assistant.
Explore page
Dev FAQ