Long-form writing and mirrored posts — PragmaticVectors essays, ClawQL security curriculum pillars, and LinkedIn threads formatted for the site.
On the structural gap between spending accountability and outcome accountability in California's bond programs — and the cryptographic audit infrastructure that makes outcome measurement independently verifiable. Connects the Oak Park surveillance contract failure to the broader bond accountability problem, and introduces the clawql-government specification.
No major surveillance camera vendor publicly documents hash at capture, Merkle-chained audit logs, or external immutable anchoring. This is an FRE 901 authentication problem that courts are beginning to recognize. Covers the full technical architecture required to make footage independently verifiable, and introduces Challenge the Footage.
Modules 18–20: STRIDE for agentic AI, OWASP Agentic Top 10 mitigations, and a quarterly security review checklist—merged here with links to the canonical curriculum.
Modules 13–17 in depth: automated containment, IR and PICERL, GPU abuse controls, secure local development, and production hardening for agent stacks—with links to every module.
Modules 10–12: data classification and PII in logs, verifying model weights, and observability for agentic workloads—consolidated with outbound links to each original module.
Modules 7–9 combined: RBAC and mTLS with Istio, Kata vs gVisor sandbox tradeoffs, and MCP runtime protection—plus links to the full modules on docs.clawql.com.
Modules 4–6 in one guide: scoped identities for agents and tools, zero-trust fundamentals, and advanced Vault, HSM, and provenance patterns—with canonical links per module.
Long-form consolidation of curriculum modules 1–3: digest pinning and private mirrors, golden images and signing in CI, and cluster admission policy for agent and MCP runtimes—with links to each module on ClawQL Docs.
After a large transfer, the web UI and SMB dropped; an aggressive Thunderbolt hot-swap killed console access too. ClawQL memory_ingest in editor agent kept every hypothesis, command, and log in one place — routing table cleanup (Docker utun + duplicate LAN IPs), UI back, SSH enabled, pools still ONLINE.
How pluggable gRPC transports for MCP fit enterprises on microservices: mcp-grpc-transport, ClawQL unified server, protoc-gen-go-mcp, gRPC-buf — and why a sovereign TypeScript hub plus multi-language tooling reduces protocol friction for agentic workloads.
Production-ready gRPC for the Model Context Protocol on @modelcontextprotocol/sdk: protobuf payloads, unary + bidirectional streaming, grpc.health.v1 probes, mTLS, optional JSON-RPC migration — generic for any MCP server.