Posts from the technology category.
IndexHow I built Querygen.aiIntroductionQuerygenThe Hero of this story - ToolThis hero does a lot of heavy lifting. It is a superhero.ArchitectureBuilding a resilient system (aka Reality)⭐️ Have strong contracts between the stages of the pipeline⭐️ Manage Concurrency & Race Conditions⭐️ Make everything auditable and replayable.Charu Constructions uses Querygen to manage their fleet operations.Less...
Brave New World is often described as a novel about the future. What struck me most is that it is really a novel about comfort.Most societies worry about oppression arriving with boots, prisons, and fear. Huxley imagined something far more seductive. What if people surrendered their freedom willingly because comfort felt easier than truth? What if control arrived not through pain but through pleas...
My thoughts and my twitter’s feeds thoughtsThis week was all about the ‘loop’ and Fable.The LoopThe best way I can describe it is: design the flowchart. Think of the deterministic flowchart on how you want your agents to work.Aim to have: more deterministic bits - this keeps things more predictablemore verification bits - this is agent feedbackmore useful tool calls - tests, logs, screenshots, rep...
AI-assisted notes from my liked-tweets feed, organized around agent loops, cloud agent infrastructure, skill security, memory, and runtime context.AI-assisted notes from my liked-tweets feed, organized around agent loops, cloud agent infrastructure, skill security, memory, and runtime context. Treat this as a source of information, not as a finished essay.Practical takeawaysPut validation inside t...
There is a peculiar modern habit that most of us participate in without thinking about it. We tap a screen, place an order, and begin measuring time in minutes. A packet of biscuits, a bottle of medicine, a charger, even an iPhone appears at the doorstep so quickly that the machinery behind the experience becomes invisible. Convenience has become so ordinary that we rarely ask what it takes to man...
AI-assisted notes from my liked-tweets feed, organized around agent workflows, browser traces, model loops, and guardrails.Practical takeawaysStart with the workflow, not the agent. A useful agent task has a source of truth, a narrow action, a verifier, and a stop condition. “Review this repo” is vague. “Find auth bugs in these routes, cite file lines, run the relevant tests, and stop after the fi...
There’s a very specific kind of silence that happens during an outage.Not the peaceful kind.The heavy kind.Pipelines jammed. Builds failing. Deployments blocked. Every engineer slowly realizing that nothing new was shipping until someone figured this out.The root cause sounded almost stupid for the scale of damage it caused.It all started way before and I was at my desk.Near my desk, both the SRE ...
There’s a quiet frustration most of us don’t admit out loud — the kind that shows up when you ask AI something simple, and the response comes back… almost right, but not quite. You tweak a word, try again, maybe blame the tool a little. And then one day, you stumble upon a book that gently flips the mirror toward you.That’s exactly what happened to me while reading Prompt Engineering Simplified: R...
If air travel is miraculous, traveling at close to airline speeds on the ground is utterly discombobulating. Achieving take off speeds but sticking very reliably and steadily to terra firma while the landscape, concrete and otherwise, just runs past you into irrelevance. Witchcraft.
