Frequently Asked Questions¶
For Engineering Leaders¶
Why now?
- Engineering velocity is accelerating—governance hasn't kept up
- AI and automation are introducing more risk into workflows
- Regulators are starting to expect software compliance artifacts
- Companies want traceable policies, but not the overhead of compliance teams
Warestack gives you policy-level confidence without process-level drag.
What is the job needs to be done (JTBD)?
Ensure every deployment to protected branches (like main or release) follows org policies.
Is this a nice-to-have or a must-have?
If you've ever asked:
"Who pushed that change?"
"Did we skip any checks?"
"Why didn't we catch this earlier?"
Warestack becomes the answer system.
It moves governance from reactive postmortems to proactive visibility.
Who's the buyer?
Initial buyer: Platform Engineering / DevOps leads
They feel the daily pain of missed checks, manual audits, and failed accountability.
Expansion buyers:
- CTOs want visibility and confidence in delivery practices
- SREs want fewer postmortems
- Compliance & Security teams want traceability without slowing developers down
What are typical early signs of traction?
From current pilots and interviews, the most common buyer reactions are:
- "We've been doing this manually for years."
- "I wish I had this during our last incident."
- "This helps my team build trust without nagging them."
- "Our security team will love this."
These moments consistently unlock multi-team adoption.
For Developers¶
Will this slow down our developers?
The opposite. Warestack eliminates confusion about rules and reduces back-and-forth on approvals. Teams report ~10× faster release flow for compliant changes because rules are clear and automated.
How easy is it to adopt?
- 2-minute GitHub App install
- First rules active within 15 minutes
- Full team onboarding typically completed in 1-2 days
- No agents, no breaking changes, no pipeline rewrites
- Our agent proactively surfaces violations, edge cases, and missing rules
What happens if Warestack goes down?
Your existing GitHub protection rules continue working as normal. Warestack enhances but doesn't replace your baseline protections.
Do you store our code?
No. Warestack only accesses metadata (PR titles, commit messages, file paths, review status). We never store or process your actual source code.
For Executives¶
How big is the opportunity?
Warestack sits at the intersection of three high-growth markets:
- DevOps & CI/CD governance — engineering teams now ship code dozens of times a day. Controlling how that code reaches production is no longer optional.
- AI-enhanced developer tooling — teams want smart assistants that explain, guide, and adapt—not more dashboards.
- Compliance & audit automation — companies are under pressure to meet internal and external requirements without slowing delivery.
Combined, this creates a $20B+ addressable market with massive whitespace in the governance layer—which today is either ad hoc, tribal, or completely missing.
Expansion potential:¶
- Start with engineering orgs (50+ devs, GitHub-native)
- Expand to compliance, security, and product ops
- Extend beyond tech: healthcare, finance, logistics—any regulated or risk-sensitive vertical that deploys software
Every organization that pushes code to production needs a way to control it, explain it, and trust it.
Warestack becomes that layer.
What's the typical ROI timeline?
Most teams see immediate value:
- Week 1: Catch first rule violations that would have been missed
- Month 1: 25% reduction in manual governance overhead
- Month 3: Measurable improvement in audit readiness and compliance
- Month 6: Full ROI through prevented incidents and faster audits
How do you compare to building this internally?
Internal solutions typically take 6-12 months to build and require ongoing maintenance. Warestack provides enterprise-grade features (natural language rules, cross-tool integration, audit trails) that would cost $200K+ to develop internally.
What if we outgrow Warestack?
Warestack is built for scale. Our largest customers have 500+ developers across dozens of repos. The platform grows with you—from single-team to enterprise-wide governance.
Technical & Competitive¶
What makes this unique?
We combine natural language rules, context-awareness, and explainable decisions.
What makes it defensible?
- Context engine: Reasoning across GitHub, Slack, Calendar, Linear
- Adaptive rules: Change enforcement behavior by scenario
- Audit layer: Every decision is explained and logged
- Rule marketplace: Community patterns drive network effect
- Reward loop: Leaderboards build internal champions
- Academic foundation: PhD-level research on adaptive DevOps governance
- Real-world validation: Years of consulting experience across UK tech startups
Why doesn't GitHub already solve this?
If you've ever asked "Who broke this?" or "Was this reviewed?"—yes.
- Rules are repo-scoped and static
- There's no context awareness (e.g. urgency, reviewer availability)
- No visibility post-merge: what happens after code is approved is invisible
- No centralized insight across repos, teams, or policy evolution
How long does implementation take?
- 2-minute GitHub App install
- First rules active within 15 minutes
- Full team onboarding typically completed in 1-2 days
- No pipeline changes or agent installations required
Pricing & Business¶
How do you charge?
- SaaS pricing per active engineer (typically $15–25/user/month)
- Enterprise tiers for advanced features like:
- SOC2-ready audit reports
- Predictive policy analysis
- Historical incident mapping
- Custom rule marketplace access
- Add-ons for policy simulations and the governance assistant (Slack-native)
- ROI comparison: Manual governance typically costs $50-100/developer/month in lost productivity
What's included in the free tier?
- Up to 5 developers
- Basic GitHub integration
- Standard rule templates
- Slack notifications
- 30-day audit history
Do you offer enterprise/self-hosted options?
Yes. Enterprise customers can deploy Warestack on-premises or in their private cloud for enhanced security and compliance requirements.