Six production-grade patterns, borrowed from the most-deployed security agents in the industry (CrowdStrike Falcon, Datadog Agent, Elastic Fleet), wired into every TITAN AI scan and included in every license tier. Every release passes 51/51 customer-vertical agent tests plus 11/11 reliability unit tests before it ships.
When Azure, AWS, or GCP throttles a single call, every TITAN agent running in parallel sees it within milliseconds. Instead of 26 agents hammering the failing API in unison, the breaker opens after 5 failures in a 60-second window and pauses for 30 seconds — then sends 3 probe calls to decide whether the cloud has recovered. Borrowed directly from Netflix Hystrix and Microsoft Polly.
E-0103 Azure throttled · E-0113 AWS throttled · E-0123 GCP throttledIf any single agent raises an exception mid-scan, the platform preserves every finding, action, and compliance check it already collected — and keeps running the other 26 agents. The customer receives a report marked “SCOUT: partial results (crashed at resource 4,218 of 50,000)” instead of a blank page. This is the lesson every ops team absorbed from the July 2024 CrowdStrike incident: never let one bug cascade into a full-system outage.
E-0200 agent crash · E-0103 breaker open · E-0205 kill switchagent.scan.degraded entry to the tamper-evident chain with the exact reason.Every TITAN AI bundle (titanai-v*.tar.gz) is built in an isolated GitHub Actions runner and signed via Sigstore Fulcio + Rekor transparency log. Customers — especially FedRAMP, CMMC, DoD, and regulated financial institutions — can verify cryptographically that what they downloaded is byte-for-byte what we built, from the exact commit, by the exact workflow, in an environment they can audit.
slsa-verifier verify-artifact titanai-v1.0.0.tar.gz --provenance-path titanai-v1.0.0.tar.gz.intoto.jsonl --source-uri github.com/Riz7886/TITAN-AIE-0401 if bundle SHA-256 mismatch (rejection enforced at installer).Every regulated customer has asked us the same question during procurement: “What’s my panic button?” TITAN AI gives three equivalent triggers — a file touch at ~/.titanai/STOP, an environment variable TITAN_KILL_SWITCH=1, or simple Ctrl-C. The platform checks at every phase boundary and inside every hot loop (~500ms latency max). Partial findings are always preserved.
E-0205 scan stopped by kill switch (informational, not a failure).Large customers (50,000+ cloud resources, 3-4 hour scans) can’t afford to restart from scratch on every hiccup. Every agent writes an append-only JSONL checkpoint at ~/.titanai/checkpoints/<scan>-<agent>.jsonl as resources complete. On crash + re-run with the same scan ID, the agent skips everything already processed and picks up at the next resource.
E-0206 checkpoint corrupt (safe: re-scans the one bad resource) · E-0207 resume in progressEvery scan start, scan completion, fix approval, and degradation event is written to an append-only log where each entry carries the SHA-256 hash of the previous entry. Any modification — inserting a fake fix, deleting a real one, reordering events — breaks every downstream hash and is caught by audit_chain.verify(). This is the same pattern Amazon QLDB and Certificate Transparency use.
| Framework | Requirement | TITAN AI control |
|---|---|---|
| HIPAA | §164.312(b) Audit controls | Hash-chained audit log · core/audit_chain.py |
| PCI DSS 4.0 | Req 10.5 Protect audit trails from modification | Append-only SHA-256 chain · fsync on every write |
| SOC 2 | CC7.2 Detect security events | Every agent execute() bracketed by scan.started · scan.completed · scan.degraded events |
| FedRAMP | AU-10 Non-repudiation | Cryptographic chain break is provably detectable by the verifier |
| GDPR | Art 30 Records of processing | Each scan event captures agent, scan_id, subscription scope — zero customer data in the log body |
E-0208 audit chain broken (tampering detected or write failure).Every item below is already in the product and runs on every scan. No opt-in required for the customer, no upcharge for any tier.
E-0003)~/.titanai/crashes/./api/heartbeat with agent version, last-scan-ok flag, crash count. Zero customer cloud data. Opt-out via TITAN_TELEMETRY=false.E-0201)~/.titanai/dlq/YYYY-MM-DD.jsonl for human review — not silently dropped. Same pattern as AWS SQS DLQ. Critical for FORGE. (E-0209)E-0211)stable / canary / edge channels. Customer pins exact version for rollback: titanai-run.sh --version v1.0.0. Canary promotion via KV flip, no code deploy.E-NNNN code with docs at titanaisec.com/errors.html. Customer pastes the code, support knows instantly.No upcharge, no enterprise-only gating, no “premium support” tier. The reliability guarantees that a $30,000/yr Launch customer relies on are the same ones a $499,000/yr Banking or Government customer receives — because the platform itself can’t tell them apart, and we believe reliability is table stakes, not an upsell.
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