Engineering audits for the AI era
Audit your
engineering
system.
MergeBeat audits every active GitHub repo across throughput, flow, quality, resilience, and process integrity, then turns the findings into a roadmap for teams adapting to AI-assisted software delivery.
Why it matters
AI changes output faster than process.
Enforced review and cultural review are different signals.
Trust labels matter: measured, proxy, inferred.
What makes it different
Three ways to engage.
Audit
A repo-by-repo engineering audit across throughput, flow, quality, resilience, and process integrity.
Roadmap
A 6 or 12 month roadmap that turns the audit into a sequence of process, quality, and operating-model changes.
Retainer
Fractional CTO or Principal Engineer support to oversee implementation, change process, and keep the roadmap moving.
What it says
Findings you can use in a roadmap.
Review coverage is high, but it is cultural, not enforced.
AI-generated throughput is up, but downstream rework is climbing faster.
Process integrity failed. Speed is not benchmarkable.
Pricing
Product plus services.
Audit starts as software. Roadmap and implementation remain expert-led.
Baseline Audit
$1.5K-$5K
One-time setup, historical scan, and initial findings package.
Up to 10 repos — $1,500 with GitHub connection, historical backfill, and initial findings report
Up to 30 repos — $3,000 with cross-repo risk map and executive summary
Up to 100 repos — $5,000 with org-wide audit readout and priority breakdown
Continuous Audit
$40 / active contributor / mo
Ongoing monitoring, scoring, and review coverage across live engineering work.
Repo and org scoring across throughput, flow, quality, resilience, and process integrity
PR analysis, review-pattern analysis, and AI-assisted change analysis across active contributors
Rework, concentration, and trust-label reporting with ongoing trend visibility
Roadmap
$12K-$18K
One-time strategic roadmap built from audit findings.
6 month roadmap — $12,000 with prioritized initiatives, sequencing, and operating changes
12 month roadmap — $18,000 with dependency mapping, milestone plan, and leadership readout
Retainer
$8K+/mo
Monthly implementation oversight from senior engineering leadership.
Principal Engineer — from $8,000 / month for roadmap execution, technical review, and delivery oversight
Fractional CTO — from $12,000 / month for operating-model change, leadership guidance, and execution accountability
Join beta
Start with the audit. Then fix what it finds.
Start a real GitHub App connection from MergeBeat, then run the baseline audit, keep it live with continuous monitoring, and turn the output into a roadmap.