ANADI THAKUR
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Notes

Templates, build notes and AI dispatches. Whatever the piece promises is on the page in full — no signup, no gate, nothing held back for later.

START HERE

New here? These three, in this order.

  1. BUILDER WISDOM5 MIN READ

    Adding AI to an existing product — the architecture mistake that costs you twice

    USE WHENSomeone has asked for an "Ask AI" button on a product that already exists, and you're about to start at the button.

    THE TRADEOFF

    Doing this properly means two or three weeks where there is nothing to demo. You build a boring retrieval layer while a competitor ships an Ask AI button, and no stakeholder can see your progress. The bill arrives later either way — this just decides who pays it.

    VERIFIED 30 AUG 2026
  2. BUILDER WISDOM4 MIN READ

    How to tell if a product is just an AI wrapper — three questions, ten seconds

    USE WHENYou are evaluating an "AI-powered" tool, or deciding whether the thing you're building is one.

    THE TRADEOFF

    This test disqualifies plenty of things worth building. A wrapper shipped in a weekend that solves a real problem beats a defensible architecture that ships in a year — and this test will tell you to build the second one.

    VERIFIED 29 AUG 2026
  3. DISPATCH3 MIN READ

    Claudeforce — Salesforce put Claude inside its trust boundary, and itself inside Claude

    USE WHENYou were planning to build something that sits between a CRM and a model.

    LEAD ITEM

    Claude is now the default reasoning model across Agentforce

    +2 MOREVERIFIED 29 AUG 2026
  4. DISPATCH3 MIN READ

    GLM-5.3-Flash — a 1M-context multimodal model under MIT at $0.15 per million

    USE WHENYou priced part of your product against a frontier API more than six months ago.

    LEAD ITEM

    "Ox Alpha" — free, 1M context, no claimed owner — was GLM-5.3-Flash all along

    +2 MOREVERIFIED 29 AUG 2026
  5. DISPATCH3 MIN READ

    OpenAI retired o3 from ChatGPT — and the API is on a completely different clock

    USE WHENYou have a model name written as a string literal somewhere in your codebase.

    LEAD ITEM

    o3 left ChatGPT on 26 August, ending a 90-day sunset announced on 28 May

    +2 MOREVERIFIED 29 AUG 2026
  6. DISPATCH3 MIN READ

    OpenAI's agent containment report — read it as a blast-radius argument, not an alignment one

    USE WHENYou are about to give an agent real credentials to a system you care about.

    LEAD ITEM

    The escape itself was July, and it isn't the new part

    +2 MOREVERIFIED 29 AUG 2026
  7. RESOURCE DROP

    100 AI prompts that actually work — the four-part anatomy behind them

    USE WHENYou are getting vague answers out of Claude or GPT and can't tell whether the model or the prompt is the problem.

    YOU GET

    100 copy-paste prompts in 5 categories, plus the PDF

    ON PAGE + PDFVERIFIED 29 AUG 2026
  8. RESOURCE DROP5 MIN READ

    n8n standup automation — auto-generate a daily standup from Linear into Slack

    USE WHENYour team writes standup updates by hand every morning and half of them say "same as yesterday".

    YOU GET

    An n8n workflow skeleton, the Linear GraphQL query, and the Slack Block Kit payload

    ON THIS PAGEVERIFIED 29 AUG 2026
  9. RESOURCE DROP11 MIN READ

    20 automation ideas worth stealing — trigger, tool, and time saved

    USE WHENYou know automation would help but you don't know which one to build first.

    YOU GET

    A 20-entry index with trigger → action for each

    ON THIS PAGEVERIFIED 28 AUG 2026
  10. RESOURCE DROP7 MIN READ

    Claude vs GPT vs Gemini — context, pricing, and what each is best for

    USE WHENYou're about to commit a build to one model and want the specs that actually decide it.

    YOU GET

    8 comparison tables across models, image, video, voice, automation and code tools

    ON THIS PAGEVERIFIED 28 AUG 2026
  11. RESOURCE DROP5 MIN READ

    5 n8n automation workflows that save 10+ hours a week (with the JSON)

    USE WHENYou've picked an automation to build and want the actual node chain, not another list of ideas.

    YOU GET

    5 n8n workflow skeletons in JSON, plus Zapier equivalents

    ON THIS PAGEVERIFIED 28 AUG 2026
  12. RESOURCE DROP7 MIN READ

    System design document template — 9 sections, with a worked example

    USE WHENYou are about to start a build and haven't decided anything on purpose yet.

    YOU GET

    A 9-section design template plus a fully worked example

    ON THIS PAGEVERIFIED 28 AUG 2026