Security
Application boundaries, infrastructure hardening, authorization, evidence, and practical risk reduction.
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Notes from the work.
Technical writing for teams building, automating, securing, and operating real systems.
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Notes tied to the work.
Read about the systems BlueDot reviews, automates, and ships through three practical tracks.
AI Automation
Agents, tool permissions, human approval, observability, workflow design, and controlled integrations.
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Applications, APIs, data, deployment, maintainability, and the production concerns around the code.
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Technical notes stay grounded in the systems, boundaries, and decisions they describe.
Testing the Download: Lessons from Odinn Forge 1.2.0
BlueDot IT's September 5 release work shows how to validate downloadable artifacts, repair a test harness without rebuilding the candidate, and keep platform claims tied to evidence.
Designing a Blog Publisher That Can Prove What It Shipped
A practical look at immutable inputs, exact-page verification, durable receipts, and compensating rollback in an unattended publishing pipeline.
Week in Review: July 11 - July 17 2026
This week was about public beta evidence, fail-closed publishing, queued social adapters, live system notes, and keeping automation narrow enough to audit.
Ódinn Forge Is Now in Public Beta
Ódinn Forge is a local-first personal AI agent runtime built around durable memory, model freedom, audited tools, explicit approvals, and release evidence you can verify.
Week in Review: July 4 - July 10 2026
This week focused on proof-driven automation, public-post guardrails, remote report delivery, sensor cleanup, and infrastructure work that fails closed.
Finding a High-Severity Browser Security Issue in OpenClaw
A practical look at a High-severity OpenClaw vulnerability where Browser CDP discovery could accept WebSocket URLs that policy should have blocked.
Week in Review: June 20 - June 26 2026
This week was about recovery paths, scoped automation, greenhouse signal quality, robotics control, and infrastructure that leaves proof when it acts.
Week in Review: June 13 - June 19 2026
A practical week across automation, greenhouse IoT, robotics, printing, security checks, and client infrastructure. The useful lesson: small systems need boring proof.
Hardening ZeroDarkSignal for 24/7 VPS Reliability
How I constrained ffmpeg memory and CPU to stop the radio automation from OOM-killing the VPS
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