Predictable unit economics.
Pay-as-you-go per delivered ticket — no per-seat lock-in, no shelfware.
CodeFactory · Agentic SDLC
From Request to Git with CodeFactory
An agentic software delivery platform that takes work from Jira, Linear, or Notion — and ships tested, review-ready merge requests against your repo. Designed for engineering leaders accountable for throughput, quality, and cost.
codefactory · run #4821
JIRA-2241in_progress
Add idempotency keys to /v1/payments/refund
● read ticket · linked design doc
● mapped to services/payments/refund.ts
● wrote unit + integration tests
● ran ci · 142 tests passed · coverage 91%
● opened PR #1893 · ready for review
PR #1893 · refunds: idempotency keys+87 −12
Ready for review · 2 reviewers requested
Trusted by teams shipping agents to production
How it works
An agent for every stage of delivery.
CodeFactory orchestrates a team of specialized agents — planner, coder, tester, reviewer — backed by your codebase, your conventions, and your CI.
01IntakeReads tickets from Jira, Linear, Notion, GitHub Issues. Resolves linked specs and design docs.
JIRA-2241
02PlanMaps the change to files, writes an implementation plan, and asks for clarification when scope is ambiguous.
↳ refund.ts:14
↳ refund.test.ts
↳ +idempotency_key
03BuildEdits code in your repo conventions. Generates tests. Runs them locally before pushing.
+ idempotency_key
− default_retry
87 ins · 12 del
04VerifyRuns CI, type-checks, lints, security scans. Iterates until green or escalates with context.
✓ 142 tests
✓ typecheck
✓ coverage 91%
05ShipOpens a PR with a written summary, links to the ticket, and a self-review of risks. Ready for human review.
PR #1893 · ready
Outcomes
Engineering throughput, measured.*
What our pilot teams report after their first 90 days. Pay-as-you-go means you only pay for actual delivered work.
3.2h
Median time per ticket — from intake to PR open
38%
More tickets shipped per engineer per sprint
1.4%
PRs reverted post-merge — below human baseline
$4.10
Average compute cost per shipped ticket
*Based on internal benchmarks across customer pilots; results vary.
For engineering leaders
The case CodeFactory makes for the C-suite.
Software factory, not toy autocomplete. The next phase of enterprise AI will be shaped by platforms that already understand how operational software gets built. CodeFactory sits inside the same DronaHQ environment your operations and support agents already run on.
Code never leaves your VPC.
Self-hosted runner. Use your own model providers, your own keys, your own audit log.
Plugs into your existing process.
Same Jira, same GitHub, same review ritual. Engineers stay in control of merge.
Throughput where it matters.
Targets the long tail of small-to-medium tickets that drown senior engineers.
Works with your stack
Already calibrated for the tools you use.
Work with the LLM of your choice
Bring your own key. The Factory is model-agnostic — pick the provider your security team already approved, or run an on-prem model. Swap models per project without rewiring the pipeline.
Pricing
Two ways to run the factory.
Pick the deployment that fits your security posture. Pricing scales with the volume of work your agents ship.
DronaHQ Cloud
From $500/mo + setup
- Managed cloud deployment
- GitHub / GitLab integration
- CI/CD orchestration
- Agentic ticket delivery
- PR generation
- Review workflows
- Usage-based pricing
Self-hosted
Custom
- Deploy in your VPC
- Use your own LLM provider
- Private runners
- SOC2 / enterprise controls
- Custom integrations
- Dedicated support
- Air-gapped environments
Prefer INR pricing? Talk to our team.
"After a decade in the trenches of how software gets built, we're convinced the agentic world changes everything. We're not building another wrapper — this is a complete production-grade stack for agents that actually work at enterprise scale."
— DronaHQ co-founder · CodeFactory launch
Questions teams ask us first
Isn't this just GitHub Copilot in a wrapper?
No. Copilot is an inline autocomplete sitting inside one editor. AI Code Factory is a six-agent pipeline that takes a written spec, plans the change, writes the code, runs tests, opens a merge request, and incorporates review comments. Copilot helps an engineer type faster; the Factory closes tickets end-to-end while your senior engineers review the MR instead of writing it.What about hallucinations / wrong code?
Every change lands as a merge request your team reviews — the Factory never pushes to main. Before that, the pipeline runs your existing tests, linters, and type checks, and the planner agent validates against the codebase it just read. If a step fails, the agent loops back rather than handing off broken work.How do you handle our private codebase / data?
You can self-host the Factory inside your own VPC so source, tests, and prompts never leave your network. Bring your own model key (OpenAI, Anthropic, Bedrock, Vertex, or a private endpoint) and the agents talk to your LLM, not ours. No training on your code, ever.Does this replace our engineers?
No — it removes the long tail of tickets that burn them out. The Factory is best at well-scoped CRUD, refactors, test backfill, integration work, and small features. Your engineers stay on architecture, hard problems, and reviewing the MRs the agents produce.What stacks / languages do you support?
Anything your repo already builds. The agents work from the project you point them at — Node/TypeScript, Python, Go, Java, Ruby, PHP, .NET, and mixed monorepos all work. If your CI can build and test it, the Factory can ship MRs for it.How does pricing actually work?
Per-seat for the platform plus the LLM tokens the agents use against your key. No per-MR or per-line markup. Self-hosted plans are flat fee. Talk to us with your team size and ticket volume and we'll quote in a single call.
Limited pilot · 12 teams this quarter
See CodeFactory ship one of your tickets.
90-min CXO briefing. We bring a sample ticket from a public repo of your choice. You bring your engineering questions.