MergeLoom

Ship The Epic Faster

Turn a Jira Epic into scoped AI delivery slices. MergeLoom handles first-pass code, checks, repairs, evidence, and PR/MR handoff.

Beta. Ship more product, cut first-pass cost, and keep humans in review.

BetaFaster Feature ShippingLower Cost Per OutcomeCampaign SlicesWhole-System ContextSame Quality ControlsHuman Review
Outcome Path
Product Map
  1. Step 01
    Approved Epic
  2. Step 02
    AI Delivery Slices
  3. Step 03
    Quality Controls
  4. Step 04
    Review-Ready PR/MR

Stop Epics Eating The Sprint

The idea is not the expensive part. The expensive part is weeks of coding, tests, docs, cleanup, and review drag.

Weeks Of Grunt Work

Routine implementation keeps good engineers away from higher-value decisions.

Senior Time Gets Burned

Your best people write glue, tests, docs, and cleanup instead of judging risk.

Cost Gets Foggy

Salary time, review time, and token spend blur into one expensive epic.

AI Feels Risky

Speed is useful. Giant branches with weak evidence are not.

Cut Weeks From Delivery

MergeLoom does not fire one huge AI change. It breaks the epic into smaller slices that run, fail, repair, and review cleanly.

Child Issues
12
Delivery Slices
4
Quality Gates
6
Merge Control
Human
Jira Source

Finance Approval Epic

Scope, child issues, acceptance criteria, and ownership stay attached to the campaign.

PAY-218 API contract and permissions
PAY-219 UI flow and validation
PAY-220 Audit events and docs
PAY-221 Regression tests
Slice Planner

Split By Dependency And Risk

MergeLoom turns the epic into smaller branches reviewers can actually judge.

In Control
Slice 01
Cost logged

API boundary, data shape, and service contract.

Slice 02
Cost logged

Product flow, edge cases, and UI validation.

Slice 03
Cost logged

Audit events, docs, and reviewer evidence.

Slice 04
Cost logged

Tests, repair loop, and final Diff Guard.

Quality Rail
Every slice runs before handoff
Context Engine
Validation
Repair Loop
AI Review
Diff Guard
Run Receipt
Review Queue

Review-Ready PRs/MRs

Reviewers get smaller changes with cost, checks, and evidence already attached.

PR #428

API contract ready for backend review.

Passed
Cost per outcome 6 checks attached
MR #431

UI flow ready with validation evidence.

Ready
Cost per outcome Diff Guard clean
PR #436

Docs and audit events waiting on human review.

Queued
Cost per outcome Run receipt saved
Epic Status
4 slices planned
Review Load
Small PRs/MRs
Cost Model
Per outcome
Final Control
Humans merge

Faster Epic. Lower Cost.

Give the team extra delivery capacity without hiring another squad or running untracked AI sessions.

Ship Faster

Keep committed roadmap work moving while the team handles everything else.

Spend Less

Move first-pass implementation through costed AI outcomes.

Review Less Noise

Smaller PRs/MRs arrive with checks, repairs, and evidence.

Know The Cost

See cost per slice, not vague AI usage.

Old Way

  • Manual First Pass
  • High Salary Cost
  • Review Drag
  • Foggy Spend

Epic Delivery

  • AI First Pass
  • Smaller PRs/MRs
  • Cost Per Outcome
  • Human Merge Control

See Cost, Checks, And Evidence

Every slice stays visible: what ran, what passed, what it cost, and where review is waiting.

MergeLoom analytics screen showing run volume, PR or MR output, review outcomes, token usage, and cost visibility.
Track output, review state, usage, and cost as campaign work moves.
MergeLoom Quality Agents timeline showing validation, repair, review, Diff Guard, and PR or MR handoff evidence.
Quality evidence reaches reviewers before the PR/MR does.

Same Quality Bar

This is not faster code at a lower bar. Every slice runs through the same controls as normal MergeLoom work.

  • System Context

    Agents see architecture, services, docs, rules, and campaign evidence.

  • Checks And Repairs

    Validation runs before handoff. Failures get targeted repair attempts.

  • AI Review

    Review passes and Diff Guard catch weak or oversized output.

  • Human Merge

    MergeLoom prepares the branch. Engineers decide what ships.

More Product. Same Team.

Ship more roadmap work without waiting on headcount.

Faster Market

Get feature work into review sooner.

Lower Cost

Use costed AI outcomes for repeatable implementation.

More Throughput

Add delivery capacity without another squad.

Cleaner Reviews

Swap giant branches for smaller PRs/MRs.

Roadmap Confidence

See what is planned, active, blocked, and done.

Audit Evidence

Keep ticket, run, cost, validation, and PR/MR evidence attached.

Epic Delivery FAQ

Does It Ship Faster?

Yes. MergeLoom turns child work into smaller AI delivery slices with context, checks, repair, and PR/MR handoff.

Where Do Savings Come From?

Repeatable first-pass code, tests, docs, and cleanup move through costed AI runs instead of manual engineering hours.

What About Quality?

Each slice uses whole-system context, validation, repair, AI review, Diff Guard, audit evidence, and human review.

Does This Replace Engineers?

No. Engineers still define scope, review PRs/MRs, approve merges, and own product and architecture decisions.

Explore Related Product Areas

Start Free With No Risk

Pay For Outcomes, Not Seats

Run MergeLoom on scoped work before rolling it out. You only pay when a run opens a PR/MR for review, not for seats or tickets that stop before handoff.

Cloud

50 Free PR/MR Runs

Then From £4 Per PR/MR

Self Hosted

50 Free PR/MR Runs

Then From £2 Per PR/MR

Paid Outcomes

Only PR/MR Runs Count

No PR/MR, No Run Charge

Start Free Request A Free Demo
  • Free To Start
  • Pay For Outcomes
  • No Lock-In Contracts
  • No Credit Card Required (Self-Hosted)
  • Cancel Anytime

No PR/MR, No Run Charge · No Seat Pricing · Human Review Stays In Control

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