parolkar (🇸🇬) @parolkar.bsky.social · 30/07/2026Once you start thinking in terms of “Systems” and business models. #SystemsThinking 010
parolkar (🇸🇬) @parolkar.bsky.social · 20/07/2026Are you willing to go back to writing/searching/coding without AI? 000
parolkar (🇸🇬) @parolkar.bsky.social · 19/07/2026reverseinformationparadox.comreverseinformationparadox.comThe Reverse Information Paradox — inloop.studioCompanies pay for AI twice: once with money, and again with their proprietary knowledge. Satya Nadella named it. inloop.studio has been solving it. 000
parolkar (🇸🇬) @parolkar.bsky.social · 19/07/2026abhishek.parolkar.com/the-half-win...abhishek.parolkar.comThe Half-Window Rule for AI-Native BusinessesGood constraints have shaped the best eras of software and my own career. Few opinionated approaches like the 12-factor app principles or MVC gave us a shared language for building reliable services a... 000
parolkar (🇸🇬) @parolkar.bsky.social · 04/07/2026@lihaoyi.com Can JVM be a good isolation for Agentic Execution? 000
parolkar (🇸🇬) @parolkar.bsky.social · 22/06/2026Personal AI brains may evolve autonomously, but an organization’s AI Brain must evolve institutionally. Through tools, workflows and importantly mindset shifts that works cohesively together. 000
parolkar (🇸🇬) @parolkar.bsky.social · 20/06/2026My Law of B2B Seller Continuity: If your seller isn't responsible for client outcomes, your product better be fully standardized. If it's not, you don't have a "sales team" and a "delivery team", you have a promise-making team and a consequence-bearing team, and they're misaligned by design. #Note 000
parolkar (🇸🇬) @parolkar.bsky.social · 29/04/2026Sometimes in life you need your Rails apps to go from Hi-Fi to Lo-Fi — and this gem does exactly that. Toggle any Rails app into a low-fidelity black-and-white wireframe view. Link: github.com/parolkar/low... #RubyOnRails #Ruby #RubyGems #RubySG 000
parolkar (🇸🇬) @parolkar.bsky.social · 21/04/2026The best business system in this era will look, from a distance, like a hundred tiny state machines humming in sync. Up close, it is a hundred finite "object state" machines generated by AI Coding Agents trained on your business context and constrained on your business values. #NoteToSelf 020
parolkar (🇸🇬) @parolkar.bsky.social · 07/03/2026I kept thinking about @aldenmorris.bsky.social ‘s new app Drop - it’s a consumer led (B2C) approach to footfall analytics. From one perspective it is amazing to see this idea built out but also there is an opportunity to embed this in apps that already have distribution (ride hailing ?) 010
parolkar (🇸🇬) @parolkar.bsky.social · 06/03/2026Built Zuzu, a JRuby framework for AI-native desktop apps. Local LLM via Mozilla's llamafile, SQLite-backed AgentFS sandbox, ships as a single .jar anyone can double-click. Claude Code-ready out of the box. No cloud. Data never leaves. feedback plz → github.com/parolkar/zuzugithub.comGitHub - parolkar/zuzu: JRuby framework for AI-native desktop apps — local LLM, single .jar distribution, Claude Code-ready scaffolding. SQLite-backed AgentFS as a sandboxed virtual filesystem for the...JRuby framework for AI-native desktop apps — local LLM, single .jar distribution, Claude Code-ready scaffolding. SQLite-backed AgentFS as a sandboxed virtual filesystem for the agent. No cloud requ... 210
parolkar (🇸🇬) @parolkar.bsky.social · 18/01/2026Really? When you raise the every penny available and the monetisation pressures are on. 000
parolkar (🇸🇬) @parolkar.bsky.social · 27/10/2025Systematic compression of context is how artificial intelligence becomes institutional intelligence. 010
parolkar (🇸🇬) @parolkar.bsky.social · 09/09/2025Thank you for what you do for Ruby (the language) and the community at large. Waiting to see ZJIT in stable versions soon! @andycroll.bsky.social @tenderlove.dev (thank u for the punch lines) @ufuk.dev 0142
parolkar (🇸🇬) @parolkar.bsky.social · 04/09/2025Singapore’s Ruby lovers spotted at #RailsWorld (CC Missing @onurozer.me et al) 020
parolkar (🇸🇬) @parolkar.bsky.social · 17/07/2025Leadership is Communication, Clarity is the ultimate body of work. To lead is to communicate — through words and actions — chiseling away the artefact of clarity until it inspires others to lead. 000
parolkar (🇸🇬) @parolkar.bsky.social · 27/06/2025What really is an AI Strategy? In one line? Mine: Participate (Me + AI) → Facilitate (Team + AI) → Progress (Org Brain). abhishek.parolkar.com/what-is-an-a...abhishek.parolkar.comWhat is an AI Strategy?Strategy. The word shows up in every slide deck, earning calls report, press release, and hallway whisper. Add “AI” in front of it and the noise level triples. But when you ask, “What does a good AI s... 000
parolkar (🇸🇬) @parolkar.bsky.social · 25/06/2025[✋] → [🫴] → 🌱🚀 (Participate → Facilitate → Progress) #NoteToSelf #PersonalMantra 000
parolkar (🇸🇬) @parolkar.bsky.social · 23/06/2025"Participate — so I can. Facilitate — so us all." -parolkar #NoteToSelf #Personal #Mantra 000
parolkar (🇸🇬) @parolkar.bsky.social · 22/06/2025Spatial Computing... 10 years ago. Spatial Computing... 10 years from now? 000
parolkar (🇸🇬) @parolkar.bsky.social · 20/06/2025Four Commandments of Modern Growth: (This is also our AI Policy 😂) 1. Use AI Agents 2. Build AI Agents 3. Build with AI Agents... 4. ...to then build for AI Agents. 000
parolkar (🇸🇬) @parolkar.bsky.social · 01/05/2025@literallythevoid.bsky.social are you still using Rails ? 120
parolkar (🇸🇬) @parolkar.bsky.social · 07/04/2025Small can be an “identity” and doesn’t have to be a “stage” in evolution. 030
parolkar (🇸🇬) @parolkar.bsky.social · 07/04/2025“Small is not a stepping stone. Small is not less than. It’s greater than. It’s faster than. It’s better than. ” world.hey.com/jason/we-sta...world.hey.comWe stand with the UnderdogsWhat do they got? A big team, lots of money, a strong brand, seemingly unlimited resources, panache, reputation, all that. They’re established. They’re your competitors. You want to look away, but you... 000
parolkar (🇸🇬) @parolkar.bsky.social · 24/02/2025Raise your fears! The only fear that should bother you is "Falling into Zone of Comfortable Mediocrity." All other fears are irrelevant! 010
parolkar (🇸🇬) @parolkar.bsky.social · 23/02/2025Hundred cents adding upto a dollar in USA is very different than the same hundred cents in EU and the Eastern economies. The reason? 👇 100
parolkar (🇸🇬) @parolkar.bsky.social · 21/02/2025When you say, “I love doing this at work”, pause and ask what’s your proof of love ? 000
parolkar (🇸🇬) @parolkar.bsky.social · 21/02/2025Yes, AI Helps but it still needs help! This song is how I feel when I am in the build-mode. bit.ly/AI-Helps-Song Credits: queenparadox.comyoutube.comAI Helps, But Still Needs Help (Official Music Video)YouTube video by Queen Paradox 000
parolkar (🇸🇬) @parolkar.bsky.social · 19/02/2025Books are for AI as a structured context. #prediction 000
parolkar (🇸🇬) @parolkar.bsky.social · 07/02/2025If you should be worried about anything in life, it is this kind of thinking. 👇 000
parolkar (🇸🇬) @parolkar.bsky.social · 22/01/2025LLMs enable us to access the form of thinking that involves posing questions to ourselves against the human condition where we presumed answers without ever asking it to ourselves. Socrates gave us Socratic questioning, it's time to use it. May be, we call this approach Socratic AI. 010
parolkar (🇸🇬) @parolkar.bsky.social · 21/01/2025Every time a meme coin is launched it’s a shift of wealth from humans to AI Agents! Let that sink in 🤑 010
parolkar (🇸🇬) @parolkar.bsky.social · 06/01/2025Massive Humanity Changes: 1. Printing Press 2. Steam Engine 3. Logic Gate (Binary Logic) 4. Version Control 5. HTML over the wire 6. Large Language Model 7. Artificial Placenta and Artificial Womb 8. Standby Organs (Dual Heart Load Balancing) 9. Artificial Gills along with Human Lungs #predict 020
parolkar (🇸🇬) @parolkar.bsky.social · 05/01/2025Bet on "Systems" not on it's "Individual Parts". Physics has many answers, if you look deeper. Environments Matter. Free Markets always auto-correct. www.youtube.com/watch?v=T58l...youtube.comspontaneous synchronizationYouTube video by uclaphysicsvideo 010
parolkar (🇸🇬) @parolkar.bsky.social · 04/01/2025"Information is freely available everywhere now; the question is whether you know what to do with it.” - William Deresiewicz in ‘Excellent Sheep: The Miseducation of the American Elite and the Way to a Meaningful Life’ (pg. 152; 2015). 010
parolkar (🇸🇬) @parolkar.bsky.social · 19/11/2024Multi-Agent collaboration is heating up. Cursor / Github copilot is now old news. I woke up this morning with Khoi (zinley.com) showing me his new self-healing methods which goes way beyond our imagination in finding bugs and explaining developer mistakes and then correcting it. #AI 020
