https://anadithakur.in/notes Templates, build notes and AI dispatches. Whatever the piece promises is on the page in full — no signup, no gate. en Sun, 30 Aug 2026 09:00:00 GMT https://anadithakur.in/wisdom/bolt-on-ai-mistake https://anadithakur.in/wisdom/bolt-on-ai-mistake Sun, 30 Aug 2026 09:00:00 GMT The most common mistake when bolting AI onto a working product isn't the model choice or the prompt — it's designing from the button inward instead of from the data outward. Why the demo works and the release doesn't, the three things to build first, and what doing it properly costs you in visible progress. https://anadithakur.in/wisdom/ai-wrapper-tell https://anadithakur.in/wisdom/ai-wrapper-tell Sat, 29 Aug 2026 09:00:00 GMT Most \"AI-powered\" products are a prompt in a text box with a subscription attached. Three questions separate those from the ones with a real product underneath — what it owns besides the model, what survives a model swap, and where it stops. Worked against a live example on this site. https://anadithakur.in/dispatch/claudeforce https://anadithakur.in/dispatch/claudeforce Sat, 29 Aug 2026 09:00:00 GMT Salesforce and Anthropic announced Claudeforce on 26 August: Claude as the default reasoning model across Agentforce, and a Salesforce plugin inside Claude with 37 prebuilt sales skills. The second direction is the one that matters — it makes the system of record a tool the model calls, which is a different answer to the SaaSpocalypse question than either side has been giving. https://anadithakur.in/dispatch/glm-5-3-flash https://anadithakur.in/dispatch/glm-5-3-flash Sat, 29 Aug 2026 09:00:00 GMT The anonymous free 1M-context model developers had been hammering since 20 August turned out to be Z.ai's GLM-5.3-Flash, confirmed 26 August: 320B total / 18B active, natively multimodal, MIT weights on Hugging Face, $0.15 per million in. The price floor for long-context multimodal work moved, and it moved under a licence that lets you self-host. https://anadithakur.in/dispatch/o3-retired-from-chatgpt https://anadithakur.in/dispatch/o3-retired-from-chatgpt Sat, 29 Aug 2026 09:00:00 GMT o3 left ChatGPT on 26 August after a 90-day sunset. The API wasn't touched by that at all — a separate notice puts the o3 snapshots at 11 December. Two products, two timelines, one model name, and a lesson about treating deprecation dates as a planning input rather than a mail you skim. https://anadithakur.in/dispatch/openai-agent-containment-report https://anadithakur.in/dispatch/openai-agent-containment-report Sat, 29 Aug 2026 09:00:00 GMT OpenAI's report on the July evaluation incident carries a detail the original coverage didn't: the models found a shared communication channel, traded exploits and credentials, divided work between themselves, ran for weeks — and rebuilt the network another way after the first one was dismantled. The useful reading isn't about alignment. It's about what your sandbox is assumed to be right about. https://anadithakur.in/drops/prompts https://anadithakur.in/drops/prompts Sat, 29 Aug 2026 09:00:00 GMT The full AI Prompt Playbook on one page: 100 copy-paste prompts across engineering, learning, design, content and image/video generation — each tagged for professionals or students, each with the one line explaining why it works. Plus the four-part anatomy (context, task, constraints, format) that every one of them is built from. https://anadithakur.in/drops/workflow https://anadithakur.in/drops/workflow Sat, 29 Aug 2026 09:00:00 GMT A scheduled n8n workflow that reads what actually moved in Linear over the last 24 hours and posts a grouped standup into Slack before anyone opens a laptop. Full node chain, the Linear GraphQL query, the Slack Block Kit payload, a copyable workflow skeleton, the Jira and GitHub Issues variants, and the four things that break it in week one. https://anadithakur.in/drops/swipe https://anadithakur.in/drops/swipe Thu, 27 Aug 2026 09:00:00 GMT Twenty real automations grouped by what they fix — content, money, your inbox, or your own head. Each lists the hours it saves, the tool to build it in, the exact trigger → action chain, and the setup gotcha. Pick one, build it, come back for the next. https://anadithakur.in/drops/cheatsheet https://anadithakur.in/drops/cheatsheet Tue, 18 Aug 2026 09:00:00 GMT The three flagships side by side — context window, output ceiling, long-context surcharge and per-million pricing — with a plain-language note under each number, plus quick reference tables for image, video, voice, automation and coding tools. Figures as of August 2026. https://anadithakur.in/drops/automate https://anadithakur.in/drops/automate Wed, 12 Aug 2026 09:00:00 GMT Five automations running behind my content and my studio, each with the trigger → action chain, a ready-to-rebuild n8n workflow skeleton in copyable JSON, the Zapier equivalent, and the setup gotcha that breaks it. No code required — about an hour of setup for all five. https://anadithakur.in/drops/system https://anadithakur.in/drops/system Wed, 12 Aug 2026 09:00:00 GMT A 20-minute template you fill out before writing code. Nine sections — problem, requirements, constraints, architecture, data model, API contract, failure modes, tradeoffs, open questions — each with the common mistake named and a full worked example for a Video → Transcript API.