Codex has moved past “AI autocomplete.” This article shows how teams turn it into a supervised workflow engine, and why tests, access, review and logging decide who actually wins.
Codex after the hype: how an AI coder became a workflow engine Read More »
Apple’s new Mac student film nails the feeling of barely managed intensity at uni – but it still turns stress into a product story. This piece unpacks what the ad gets right, where it glosses over class and course reality, and how students can make calmer, more honest decisions about buying a Mac for university.
Mac, meltdown and the myth of “having it all under control” at uni Read More »
Calm AI products deserve calm stories. This piece shares a four-step framework — Context, Constraints, Capabilities and Consequences — to write honest, high-trust AI product messaging that still sells.
Calm systems, clear stories: my framework for AI product messaging Read More »
Somewhere between a Jira ticket and a Friday metrics deck, a quiet re‑org is underway. ChatGPT’s new workspace agents are not assistants in a browser tab; they are proto‑team members with API keys and a brief. For small product teams in India, that is both a blessing and a trap. If you turn feedback triage, lead outreach and risk checks into long‑running agents, you’re no longer just automating tasks – you’re encoding strategy, bias and blind spots into a parallel organisation that runs on its own. This piece lays out why that shift matters now, and how to stand up five concrete agents in a single quarter without outsourcing your judgement along the way.
Your Next Shadow Org Chart Is Made of Agents Read More »
Somewhere between a grain of rice and a 2K poster, OpenAI quietly redrew the boundaries of what image generation is allowed to claim. ChatGPT Images 2.0 isn’t just making pretty pictures; it is muscling into layout, language, and research, turning the humble “visual asset” into a full‑stack answer engine. For designers, marketers, and product teams, that means the first draft is no longer yours. The question now is not whether you will use AI to make visuals, but whether you are prepared to let those visuals decide what your work should look like in the first place.
Figma’s Model Context Protocol isn’t just another AI integration; it quietly turns your design system into machine‑readable infrastructure that AI agents now depend on. In the process, it shifts power towards whoever controls the system – designers, developers, PMs or marketers – and away from the messy, human spaces where real product judgement usually lives. This essay unpacks how MCP changes day‑to‑day work for practitioners, why “design context everywhere” is as much a governance question as a productivity promise, and what teams in India and beyond should do differently before their brand, and their judgement, are flattened into tokens.
Figma MCP just changed who controls “good UI” Read More »
Claude Design pushes Claude from chat box to design workbench, turning prompts into on‑brand prototypes, decks and one‑pagers—while raising new questions about taste, governance and how teams should actually think with AI.
When AI Starts Designing: Reading Between the Frames of Anthropic’s “Claude Design” Read More »
Manual coding isn’t disappearing because developers got lazy; Codex is quietly moving judgement out of the editor and into agent workflows, tests, and review rituals.
Codex Killed Manual Coding — The Workflow Shift No Developer Expected Read More »
A flock of parrots flies into an Apple classroom and, within seconds, chaos becomes curriculum. This essay argues that the real star isn’t the bird or the teacher—it’s the quiet behaviour loop that MacBook Neo and iPad are selling to schools, and what that loop reveals about access, inclusion and how India will actually use AI in education.
Ready for Every Learning Opportunity — Or Every Workflow? Read More »
Somewhere between ‘ask a question’ and ‘ship a product / deliverable’, the modern knowledge worker began to thin out. Perplexity Computer arrives with a simple, unnerving promise: you no longer talk to an AI; you hand your work to it.perplexity, ai-corner. “Computer is not selling intelligence. It is selling absence.” Observation: A computer that works
