PinnedInActivated ThinkerbyKapil Viren Ahuja·Oct 24The Future of Software Is Intent, Context and Expectation (ICE)Time stopped being the constraint. What you owe an agent now is intent, context and expectation.A response icon2A response icon2
PinnedInCodeToDeploybyKapil Viren Ahuja·Mar 12The Interface Tax: How Claude’s Code Tab Eliminated the Barrier Nobody Was Talking AboutA client killed my demo with seven words. Anthropic’s latest feature is the answer I didn’t know I needed.
PinnedInActivated ThinkerbyKapil Viren Ahuja·Mar 14From Specs to Intents: Why Your AI Coding Maturity Has StalledHow the J-Curve Nearly Killed Our AI-Native SDLC — and the Framework That Broke Us OutA response icon4A response icon4
PinnedKapil Viren Ahuja·Nov 14, 2025AI Lipstick: When Organizations Wrap Intelligence Around StupidityThere’s a special kind of silence that occurs in conference rooms when someone asks, “Can we add AI to this?” and every engineer in the…
InArtificial Intelligence in Plain EnglishbyKapil Viren Ahuja·Oct 25Anthropic Cuts Opus 5.5’s Price by 20%. In IDD Engineering Work, One Setting Costs Almost 4x.The price cut held up. The lab says xhigh costs 2.6x medium. My IDSD work paid almost 4x.
InActivated ThinkerbyKapil Viren Ahuja·Oct 21In IDSD, Every Model Launch Needs You to Make 5 DecisionsFor IDSD (engineering work), the real question is which step needs which model, and how much you have to relearn.
InGenerative AIbyKapil Viren Ahuja·Sep 29GPT-6 Astra: Is the Model That Good, or Is It the Harness?GPT-6 Astra scored 99.9% and 17.5% on the same benchmark. The model was identical. Ask what you are actually buying.A response icon2A response icon2
InAI AdvancesbyKapil Viren Ahuja·Sep 1Memory Is the Spine for Agents, Yet the Community Says Drop ItThe loudest voices in agentic coding are telling you to delete your agent’s memory. They are right. Follow them at enterprise scale, and…A response icon1A response icon1
InActivated ThinkerbyKapil Viren Ahuja·Aug 25Intent-Driven Development Saves Your AcceleratorEvery enterprise accelerator dies the day its team moves on. I counted the corpses in my portfolio. Here is how the next one survives: as…
InActivated ThinkerbyKapil Viren Ahuja·Aug 17The CTO’s Achilles Heel for AI Adoption: Building the Bridge to the EnterpriseFrontier Labs talks about features, without connecting them to real challenges of the Enterprise
