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AI Apr 5, 2026

LLM Application Engineering and Governance for PMs Part 4 – Agents Are Not Magic: When to Use Multi-Step Workflows, and When to Stop at Guardrails, KPIs, and Governance

Once tool calling and RAG begin to work, nearly every team develops the same instinct.

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AI Apr 5, 2026

LLM Application Engineering and Governance for PMs Part 3 – LLMs Do Not Do the Work Alone: How Tool Calling and RAG Connect Models Back to the Real World

The first instinct many teams have when they start building with LLMs is fairly predictable: write a better prompt, add a few examples, and see whether the model can somehow hold the whole thing toget

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AI Apr 5, 2026

LLM Application Engineering and Governance for PMs Part 2 － From Prompt to Output Contracts: Why JSON Schemas, Validators, and Retries Are the First Ticket to Enterprise LLM Adoption

- You have already written prompts and started to notice that “looks right to me” and “the system can rely on it” are two very different standards - You are building classification, extraction, summar

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AI Apr 5, 2026

LLM Application Engineering and Governance for PMs Part 1 － Beyond Prompt Engineering: What PMs Are Actually Doing When They Put LLMs into Products and Workflows

- You already use ChatGPT, but you’re now trying to wire LLMs into a product, an internal workflow, or some form of automation - You keep hearing prompt engineering, RAG, tool calling, agents, and it

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Startup Apr 5, 2026

Category Design for Founders Part 2 － How Founders Actually Do Category Design: Problem Framing, POV, Languaging, Fundraising, and Go-to-Market

Part 1 dealt with one thing first: category design is not a naming game, and it is not a grand branding wager every startup should force. At its core, it is about correcting a market that is using the

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Startup Apr 5, 2026

Category Design for Founders Part 1 － What Category Design Is, and Why Founders Should Not Bet on a ‘Better Product’ Alone

When founders first hear “category design”, the reaction is often immediate.

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Latest

LLM Application Engineering and Governance for PMs Part 4 – Agents Are Not Magic: When to Use Multi-Step Workflows, and When to Stop at Guardrails, KPIs, and Governance

LLM Application Engineering and Governance for PMs Part 3 – LLMs Do Not Do the Work Alone: How Tool Calling and RAG Connect Models Back to the Real World

LLM Application Engineering and Governance for PMs Part 2 － From Prompt to Output Contracts: Why JSON Schemas, Validators, and Retries Are the First Ticket to Enterprise LLM Adoption

LLM Application Engineering and Governance for PMs Part 1 － Beyond Prompt Engineering: What PMs Are Actually Doing When They Put LLMs into Products and Workflows

Category Design for Founders Part 2 － How Founders Actually Do Category Design: Problem Framing, POV, Languaging, Fundraising, and Go-to-Market

Category Design for Founders Part 1 － What Category Design Is, and Why Founders Should Not Bet on a ‘Better Product’ Alone

Browse the archive by category

Not here to sound smart.
Here to make things work.