Every workflow on this page is backed by the same deterministic, local-first, structural retrieval engine — sub-millisecond P99, $0 per query, no LLM in the read path. Pick the pain that costs your team the most this week. Click in for the side-by-side math, the auditor-grade evidence pack, and the install commands you can paste into your repo today.
Snyk and Checkmarx return 47,000 findings. Reachability proofs cut that to 89 actually exploitable. Without replacing your existing SAST tool.
HIPAA · SOC 2 · PCI-DSS · FedRAMP · SOX 404. Deterministic data-flow proofs auditors accept as-is. Complement to Drata / Vanta / SecureFrame.
~150× token reduction on grep+read+summarize loops. Sub-millisecond. MCP-native. Drop-in for LangChain · OpenAI Agent SDK · Claude · Anthropic.
Tech debt quantification, dead code, security posture, architecture clarity for any acquisition target. Engagement-priced, repeatable, no permanent presence required.
Find-all-callers and blast-radius proofs across any codebase >100k LOC. Local-first, deterministic, auditable. The fix for "we touched chargeUser() and three downstream services broke in prod."
Code-tour, naming conventions, architecture briefing, hub-function map — all delivered to the new engineer's IDE on day one. Cuts the typical 6-month ramp to under 6 weeks.
Avionics, automotive, medical-device firmware. Regulator-driven traceability matrices, requirement-to-code mappings, and reachability proofs that satisfy DAL-A / ASIL-D / Class C audits.
Solidity / Vyper / Move / FunC reachability proofs for audit firms, DeFi protocols, exchanges. Each prevented exploit becomes a viral case study.
Engagement-priced, recurring annually. Take a 200-page pen-test report, attach reachability proofs to every finding, drop the unreachable ones. Same workflow as Anti-SAST applied to manual pen tests.
Bundled with #3 (Token Burn). The Precision Layer (symbol_exists, resolve_member) gives the agent zero-cost facts before it commits to a hallucinated identifier. See /for-agents for the full pitch.
Functions with zero callers. Configs nobody reads. Routes nobody hits. Reachability-graded so deletion is fearless. Bundles cleanly with Anti-SAST and Refactoring Fear.
Community detection over the call graph proposes service boundaries. Lists every cross-boundary call so you know exactly what becomes an API. One-shot decision; high WTP for the assessment, no recurring revenue.
Trace every column through every dbt model, view, and downstream BI tool. Compete-against-the-incumbents play (Atlan / Alation / Collibra) — we win on local-first determinism and zero-cost queries.
Each link below opens an opinionated install + tooling guide written for that role. Same engine, same MCP server, same $0/query — different lead-in.
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