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Elsewhere

2026
seriesWrote about agent-heavy delivery: outcomes, rules, rejected options, and scope — decisions as product, not a throwaway build script.showcasePosted the Rinne thesis: one local conductor over coding agents and API keys — plan, route, verify, loop — no second bill, no hosted black box.seriesWrote from the Forward Deployed seat: agents meet real operators and workflows — the system around the model is the product, not the sandbox demo.seriesOpened the LinkedIn page for GIKSN Research with Siddharth Manjul — independent lab on AI and memory; first open product Rinne.showcaseShipped Rinne v0.1.9 under GIKSN Research — open-source, terminal-first multi-agent harness with Harness Stage.mentionCompleted Hugging Face’s AI Agents Fundamentals — agents as systems you evaluate, not demos you screenshot.personalStarted as Founding Engineer at GIKSN Research — terminal-first AI systems and the lab’s first open product line.
2025
conferenceReact Nexus 2025 in Bangalore — days in the room on production React patterns, not slides from the couch.seriesStarted Stack Wednesday — a weekly public note on tools and stacks worth keeping, not bookmarking forever.
2024
talkSpoke at React Delhi #7 on Encore.ts — typed backends without the usual glue-code tax.hackathonAptos Winter School, Goa — Best Use of Move ($2,500) for a Move-first build under a fixed weekend clock.personalFirst 10k — same stubbornness as shipping, just without a deploy button.personalFirst 5k — started the run streak before the longer distances existed.showcaseDemoed Git Riddle at Singapore’s Pi Day SQL Coder meetup — a playful take on git mental models for the room.talkSpoke at React Delhi #2 on wiring LangChain into React apps — LLM calls as product UI, not notebook demos.
2023
residencyOne-month on-site residency with MAGES Studio in Singapore — full-stack and ML work next to the team that owned production.