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Research. Probe. Build. — engineering software that solves real problems, one commit at a time.

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InstaFilter
JavaScript Chrome MV3 Tesseract.js MutationObserver IntersectionObserver Chrome Storage API

Chrome extension that gives you control over your Instagram feed. Silently hides posts matching your blocked keywords — scanned across 7 sources: captions, hashtags, alt text, usernames, aria labels, audio tracks, and image text via OCR. Supports topic-based smart filters, audio track blocking, per-account data isolation, and a full activity log with feed analytics. Built entirely with vanilla JS on Manifest V3 — no frameworks, no bundler, no dependencies in the runtime.

Local LLM AutoReply
Python Ollama Llama3 Flask Supabase Railway Meta Graph API IMAP SMTP

Auto-reply to Instagram comments and emails using a local LLM — no cloud AI, no subscriptions, no third party reading your messages. Webhook catcher on Railway queues events to Supabase, a local worker polls and generates replies via Ollama + Llama3, then sends DMs via Meta Graph API or email via SMTP. Total cost: $0/month.

Six Years That Changed How We Build Systems: An AI Timeline (2022–2026)

*By a senior cloud engineer who watched the hype, the failure modes, and the real architectural shifts.* --- ## 2022 – The Year the Terminal Started Talking Back For most of 2022, AI in producti...

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