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Technology June 25, 2026 5 min read

okf: knowledge graphs without the vendor box

Google's reference Open Knowledge Format implementation needs Python, the Gemini API, and BigQuery. That's a great way to lock a portable format inside one vendor. okf is my answer: a single Go binary, stdlib-only, JSON-native, and built to be driven by any agent.

#AI#Agents#CLI#Knowledge Graphs#Open Knowledge Format#Go#Open Source
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Technology June 21, 2026 7 min read

Higgs: an agent-first CLI for Proton Mail

I get 300–700 emails a week and I refuse to send any of it through a hosted server. Higgs is the agent-first Proton Mail CLI I built to triage it all locally - schema manifest, NDJSON, typed errors, and a local Ollama classifier. Here's how it works and why every decision points at the agent, not the human.

#AI#Agents#CLI#Proton Mail#Privacy#Go#Local LLM#Ollama
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Technology April 24, 2026 10 min read

The agent-first CLI: a design pattern

For most agent tool-use cases, a well-designed CLI is a better integration surface than an MCP server. Here's the seven-part contract that turns a normal CLI into something an agent can actually drive, backed by three real implementations.

#AI#Agents#CLI#MCP#DevSecOps#Infrastructure#Developer Tools
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Business November 1, 2023 4 min read

What Does it Mean to Startup?

Throughout my career, I've had the privilege of being a part of several startups, each venturing into distinct domains, from kitchen equipment sales to Bitcoin mining solutions, cosmetics manufacturing, and software development in the security and privacy realm.

#startups#entrepreneurship#career
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