The Data Plane for Software in the AI Era
Crash Override runs inside the build, inspecting and tagging every artifact. Your entire software path, CI to production, becomes visible. No agents. No migration. Five lines of YAML.
Desktop agent · one line of YAML · minutes to value.
Understand what gets written.
Crayon runs in the developer's native environment, capturing what humans and AI agents write before code reaches the build. Every prompt, every tool call, every edit, every commit — observed and understood at the source. You don't see surveillance; you see provenance start where the code starts.
- Captures human + AI agent activity in real time
- Understands every prompt, edit, and commit at the source
- Works alongside Claude Code, Copilot, Cursor — no IDE plugin required
Inspect what gets built.
Once code reaches the build, Chalk runs inside the build system itself. Every dependency resolution, every layer mutation, every file that lands in the final artifact — observed as it happens, not inferred afterward from a scan. Deterministic. No false positives. Build systems don't hallucinate.
- Inspects builds from inside, not outside
- Captures dependencies, layers, and build environment
- Deterministic — no inference, no probabilistic guesses
Tag what ships.
Every artifact carries its own provenance. A cryptographic chalk-mark embedded in the artifact records exactly what went into it: source commit, contributors (human and AI), dependency list, build environment. Sign once at the build, verify anywhere downstream. SBOMs that are actually true.
- Cryptographic signature embedded in the artifact itself
- SLSA Level 3 attestation, built in
- SBOMs derived from observed build, not self-declared
Track what runs.
Tagged artifacts beacon back from every environment they run in — dev, staging, prod, edge, anywhere. Query a container in production and you get the full chain back to the prompt that started it. Drift surfaces the moment it happens. Incident response becomes seconds, not days.
- Live beacons from every environment
- Full chain back to the originating prompt or commit
- Drift detection across the fleet
Everything developers ask before they install.
Crash Override ships as a CLI binary and a set of CI provider integrations. For GitHub Actions, GitLab CI, CircleCI, and Jenkins, we provide a pre-built step that you add in about two minutes. For other CI systems, the CLI binary runs the same way a test runner does — install it, point it at your source directory, and it outputs findings to stdout with a non-zero exit code on policy violations.
View full page →We support 28 languages including Python, JavaScript, TypeScript, Go, Rust, Java, Kotlin, C#, C, C++, Ruby, PHP, Swift, and Scala. Framework-specific analysis includes Django, FastAPI, Flask, Express, Next.js, NestJS, Spring, Rails, and 40+ more. If your language isn't listed, the generic rule engine still runs. We add new languages based on customer demand, typically within one release cycle.
View full page →Incremental analysis on a PR with 50 changed files typically runs in 15-45 seconds. Full repository scans on a monorepo with 1 million lines of code average 3-4 minutes. Crash Override caches analysis results between runs, so subsequent scans are significantly faster.
View full page →The open source projects provide the analysis engine and rule libraries — free to use, fork, and contribute to. The enterprise product adds: centralized policy management across teams, the posture dashboard and compliance reporting, SSO/SAML and RBAC, self-hosted deployment options, AI-powered remediation, audit logging, SLA guarantees, and dedicated engineering support.
View full page →See it in your codebase.
Book 30 minutes with an engineer. We'll run Crash Override against your repository live and show you what we find.