Forge is the engineering coordinator that keeps a busy team shipping without the meeting overhead. It groomes the backlog, writes crisp tickets from messy threads, chases blockers, and surfaces the one chart leaders actually need on Monday.
It listens in Slack and Linear, turns conversations into structured work, links PRs to tickets, and writes weekly delivery notes so leadership doesn't need a status meeting to know what shipped.
Value add: less standup, less status theater, more shipped. Engineering managers reclaim 6–10 hours a week.
Capabilities
Capabilities
Drafts and triages tickets from Slack threads and PRDs
Keeps the backlog groomed, dedup'd, and properly labeled
Tracks blockers and pings owners with context, not nags
Auto-links PRs, deploys, and incidents back to tickets
Generates weekly delivery and risk reports for leadership
Onboards new engineers with a curated first-week ticket list
Deliverables
Deliverables
Sprint-ready backlog every Monday morning
Weekly delivery + risk report for leadership
Incident timelines and post-mortem first drafts
New-hire ramp plan and starter tickets
Dashboards for cycle time, throughput, and WIP
Example output
Example output
Sample delivery from Forge
Monday delivery report · Week 42
Shipped (9)
• Stripe migration — done, $0 downtime (PR #2841, owner: @ana)
• New onboarding flow — A/B live, +6.2% activation @ 14d
• ... 7 more
At risk (2)
• Realtime presence: blocked 3 days on infra approval. Owner @luis pinged Friday.
→ I drafted the change request; needs your sign-off in #eng-leads.
• SOC2 evidence backfill: 40% complete, slipping. Suggest reassigning from @maya (parental leave) to @kenji.
Backlog hygiene
• 37 stale tickets archived · 12 duplicates merged · 8 PRDs need owners
Cycle time: 2.1 days (was 3.4 last quarter) ↓