Software Engineer | DevOps & Automation
Versatile Software Engineer with over a decade of experience in software development, DevOps, and automation. Proven ability to design, develop, and optimize scalable systems, reducing operational overhead and improving performance. Passionate about problem-solving, automation, and infrastructure as code. Experienced in working remotely and collaborating with cross-functional teams to deliver efficient, maintainable solutions.
Recent Posts
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finna: Multi-Model Debate, Spec, and Implement
A standalone tool that takes an idea, debates it across Claude, Codex, and Gemini, creates a roadmap, writes specs, and implements. Planning and execution in one pipeline.
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Building a JSON Parser with Multi-LLM Orchestration (Part 1)
Using lok to orchestrate four LLMs debating design decisions, then synthesizing specs for a Rust JSON parser. The debate phase surfaced edge cases no single model would have caught.
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Lok Part 5: Multi-Agent Planning with lok spec
Lok gains a spec command that turns task descriptions into structured implementation plans. Multiple LLMs propose, debate, and converge on a roadmap before any code gets written.