Field Notes
Frameworks, mental models, and research methods — the tools that turn raw ideas into something real. An open notebook from the practice.
How to Research Your Ideas
Here is everything I've learned about researching potential business opportunities during my entrepreneurship class. Ever wonder how founders view the world — how they pursue ideas and make a case to build their next project? This collects the frameworks, mental models, and real-world research methods that separate idle curiosity from a validated concept worth building. From identifying market gaps to stress-testing assumptions, these are the tools that shaped how I think about turning raw ideas into something real.
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How to Obtain Validation
From creating a brand to producing product for it, an essential factor that is often overlooked is protecting your intellectual property. Obtaining a trademark and defining the legal structure can sound confusing — but with this overview, you can initiate the process to start protecting your brand.
Validation goes beyond filing paperwork. It means confirming that your concept resonates with a real audience before committing significant resources. Gather feedback through surveys, landing pages, or MVPs. Test pricing assumptions. Talk to potential customers and document what they actually say — not what you hope they'll say. A trademark secures your identity; market validation secures your future.
On the legal side, consider whether an LLC, sole proprietorship, or corporation fits your goals — each carries different tax implications, liability protections, and administrative requirements. A trademark application typically takes 8–12 months, so the sooner you begin, the sooner your name, logo, and identity are protected. The resources here walk through each step, from a trademark search to responding to office actions.
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How to Get Agents into Production
Moving an agent from a working demo to production is mostly an infrastructure problem — security, state, scaling, and credential handling — not a prompting one. The shift that makes it tractable is separating the reasoning engine from the execution sandbox, so code never runs next to your credentials and each side scales on its own.
Think in three layers: the agent — model, prompt, tools, and guardrails; the environment it runs in — managed cloud or a self-hosted sandbox inside your own VPC; and the session — a single run with a persistent event log and full observability. Keeping credentials in a separate vault rather than the sandbox closes the door on prompt-injection attacks leaking tokens.
Decoupling the loop pays off twice: reasoning can begin while the container spins up in parallel — cutting time-to-first-token sharply — and the harness keeps improving with the model instead of becoming maintenance you own. You focus on the domain; the platform handles the plumbing.