Micha the DevOp
@michabbb
php laravel ai databases linux api and ebay expert mastodon: michabbb@social.vivaldi.net medium: macropage.medium.com LinkedIn: macropage github: michabbb x: michabbb I built 🔒⏳🔥
🖼️ Can images replace text as LLM context? A #DeepSeek paper claims one image token carries ~10 text tokens of information at close to 100% accuracy, with 59-70% cost reduction reported by PixelPipe. ThePrimeagen put it to the test. #AI #LLM #contextengineering 🧵👇
🌈 zsh-patina is an #opensource #Zsh plugin that highlights your command line while you type — written in #Rust, MIT licensed 🧵👇 #cli #terminal
🐚 #direnv is a shell extension that loads and unloads environment variables depending on the current directory — per-project environments without cluttering your ~/.profile #opensource #shell #devops #devtools 🧵👇
📊 #OpenPanel is an #opensource web and product analytics platform — an alternative to #Mixpanel, #GoogleAnalytics and #Plausible #analytics #privacy 🧵👇
🐘 #pgrust is #PostgreSQL rewritten from scratch in #Rust — an experimental, AI-assisted project exploring what Postgres could look like on modern primitives. #opensource 🧵👇
🛡️ #dcg (Destructive Command Guard) is an open-source safety hook that blocks destructive shell & git commands before #AI coding agents can run them 🧵👇 #Rust #opensource
🫧 #bubbles by #Hyperplexed brings Android-style app bubbles to the web: floating, draggable overlays that snap to edges, stack into a group, expand into panels, and fling away to dismiss. #opensource #typescript 🧵👇
🐢 #Atuin replaces your shell history with a #SQLite database & records context for every command: exit code, duration, directory, host & session. Hit ctrl-r for a full-screen searchable history. #rust #opensource #devops 🧵👇
🗄️ #Litestream — streaming replication & disaster recovery for #SQLite Runs as a background process, replicating DB changes to S3 via the SQLite API without corrupting your database. #opensource 🧵👇 #devops
🎛️ #CTRLNODE is an #opensource remote orchestration platform for #AIcodingagents. Run the Bridge binary on any machine & dispatch tasks, routines & workflows from a hosted dashboard 🧵👇 #ai #coding
🐘 #Microsoft open-sourced #pgdurable, a new #PostgreSQL extension bringing durable execution into the database — long-lived, fault-tolerant workflows run inside Postgres, no external orchestrator needed #opensource 🧵👇
⚙️ #Kestra is an open-source, event-driven orchestration platform for data, #AI and infrastructure workflows behind a declarative, language-agnostic interface #opensource #devops 🧵👇
🔍 #ctx is an #opensource CLI for fast local search across your past coding agent sessions, built in #Rust. Coding agents start from zero — ctx recovers earlier decisions, failed attempts & commands 🧵👇
📚 #OpenWiki is a #CLI from #LangChain that writes and maintains documentation for your codebase, built specifically for coding agents. #opensource #devtools 🧵👇
🧱 #AWS Blocks is a new #opensource framework from AWS (#Apache2 license) built specifically for the era of #Ai #coding agents. It's based on #TypeScript and made of modular "Blocks" for databases, authentication, file uploads, jobs, emails, AI agents & more #cloud #devtools 🧵 👇
🛡️ #Vigilance is a driver-agnostic control center for #Laravel queues, jobs, commands & the scheduler — plus whole-app APM, tracing, metrics, alerts & uptime. Self-hosted & production-safe #PHP #opensource 🧵 👇
📚 #skillshare is one source of truth for AI CLI skills, agents, rules, commands & more — sync everywhere with one command, from personal setups to organization-wide #opensource #devtools 🧵 👇
Social media opens every door in the world for you . . . . . . . . . . . . . . . . . . . . . . . . . . To the concentrated stupidity of the world . . . . . . If you see it differently, congrats, you are already way too long here 🫡
⚛️📡 react-call lets you call your #React components like async functions — they resolve with a value. #TypeScript 🧵 👇