'By Design' · Pre-Merge Resilience Gate

Prove it before merge.

'By Design' is the governance framework for AI and applications. The package is Pre-Merge Resilience Gate / Behavioral Invariant Engine. Checks are chosen from the code under review — the 9-Layer Verification Engine — then run as the 4-Round Quadriad. A non-deterministic agent may select and start that battery. It must stay out of the tests.

  1. L7

    Agent

    A non-deterministic agent may select and start the battery, but may only summarize results. It stays strictly out of evaluating assertions.

  2. L6

    Telemetry

    Traces, spans, and audit ledgers must mathematically match what the physical network wire recorded.

  3. L5

    State

    Storms, backpressure thresholds, and 429 cascade recovery curves are probed under synthetic stress.

  4. L4

    Transport

    Half-open sockets, timeouts, and socket wedges. The TCP/TLS connection lifecycle has to terminate cleanly.

  5. L3

    Wire

    Capture and decode the transmission path at line rate. Packet Analysis lives here.

  6. L2

    Kernel

    cgroup v2 memory watermarks and CPU throttling. All child PIDs and PTY pairs return to zero.

  7. L1

    Boundary

    Code, documentation, the pull request, audit logs, and test assertions tell an isomorphic story.

  8. L0.5

    Parsimony

    The diff earns its size before it is merged. Zero unnecessary lines or speculative dependencies.

  9. L0

    Physical

    Bare-metal infrastructure verification, including the route between Calgary and Montreal.

The agent stays out

It may start the tests. It may only summarize them.

May

Dynamically select which tests the code needs, and start the battery.

Must not

Edit harnesses mid-run, alter assertions, mute failures, or rewrite raw results.

May only

Summarize deterministic gate output from Pre-Merge Resilience Gate / Behavioral Invariant Engine.

Upstream trail: 'By Design' architectural specification for the 9-layer engine, sandboxed verification before calling something untestable. Surfaces: bare metal, Docker, Kubernetes, and virtualization / Cloud MicroVMs.

Four pillars

Governance with a runtime, not a checklist.

BCP-SEC-701

Security by Design

Boundaries on what an agent is allowed to execute.

BCP-PRI-201

Privacy by Design

Sensitive data is kept off the path to an external model.

BCP-GOV-401

Consent by Design

Permission and revocation are enforced, not filed as a policy PDF.

BCP-REL-301

Reliability by Design

Expected-Red, a lifecycle back to zero, and a gate that runs before merge.

Bill C-27 / AIDA & PIPEDA Alignment

Full statutory alignment with Canada's Personal Information Protection and Electronic Documents Act (PIPEDA) and Bill C-27 / AIDA (Artificial Intelligence and Data Act), enforcing transparent AI governance, automated risk mitigation, and verifiable data custody.

Quebec Law 25 Compliance

Strict domestic data residency enforcement, automated consent lifecycle auditing, and verifiable right-to-be-forgotten cryptographic shredding within 60 seconds of consent withdrawal.

The 40-Point Verification Checklist

Translates federal regulations and BCP standards into deterministic automated checks across 4 operational domains: Security (cgroup v2 sandboxing, ephemeral capability tokens), Privacy (Presidio PII scrubbing, 72hr retention), Consent (contextual JIT consent, SSOT ledgers), and Reliability (0 → 1 → 0 process lifecycle, Expected-Red CI gates).

Executive FAQ · Technical Clarity

Frequently Asked Questions

Direct technical answers for engineering leaders on architecture, data custody, and how we engage across critical systems.

Traditional APMs inspect HTTP logs and high-level service metrics after failure occurs. Revive Labs operates deeper: we inspect wire packets, kernel sockets, and OS process lifecycle in real time using Wireshark, Kubeshark, and eBPF. When complex microservices hang, drop frames, or leak connections under load, APMs only show that a timeout occurred; our probes isolate the exact TCP retransmit, half-open socket wedge, blocked epoll thread, or zombie process causing the failure.