Just Ask Notes · Insights

Short notes that challenge how you build.

Essays, blueprints, and operational insights by Ping Wu. One belief challenged. One concrete shift. One question that sticks.

Just Ask Notes··7 min read

Build Your FDE Toolbox: A Skill That Makes You Name the Problem Before You Design the Fix

Top Forward Deployed Engineers don't win by building faster. They win by refusing to build until the problem has earned its name — and you can encode that habit into a Claude skill in one prompt.

Reaching for a solution the instant a request lands feels productive. It's also how good engineers end up building the wrong thing well. Here's how to turn the pause into a skill you can run every time.

#Forward Deployed Engineer#Claude Skills#Agentic AI#Problem Definition#Identity & Agency
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Just Ask Notes··6 min read

From the ChatGPT Moment to Your Own Command Center

What I told the SVCACA board about where AI agents have been, where they are now, and the methodology I use to think and create with AI — not let it think for me.

Three years of AI agent evolution, compressed into one board keynote — chat window, coding automation, harness — and the methodology I actually use to think, create, and decide with AI, not let it decide for me.

#Agentic AI#WRITITATION#Claude Code#Keynote#SVCACA
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Just Ask Notes··5 min read

I'm Not Worried About Automating the Workflow. I'm Worried We're Automating the Wrong One.

CEOs and CFOs aren't seeing AI move the P&L. It's not because they're short-sighted — it's because excitement about the technology and clarity about the business problem are two different things.

Adoption is up. Earnings impact is flat. The gap isn't a leadership failure — it's a mismatch between what's exciting to build and what the business actually needs solved.

#Agentic AI#AI Strategy#Technical Debt#One Person Company#CSTU
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Just Ask Notes··7 min read

Choosing an AI Agent SDK in 2026: LangGraph vs CrewAI vs Claude vs OpenAI vs Google

Six SDKs, six tradeoffs. A practical guide to picking the right orchestration layer for your workflow.

The wrong SDK choice can cost you 450ms per task transition and thousands in token overhead. Here's how to pick the right one.

#Agentic AI#LangGraph#CrewAI#Claude#OpenAI#System Design
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Just Ask Notes··4 min read

Stop Asking Who Should Hire You!

When intelligence gets cheap, conviction and agency become your only real currency.

For thirty years, the résumé was a proxy for something real. AI just broke that currency. What's left is what was never about accumulation in the first place — what you believe, what you value, and what you build.

#Agentic AI#Identity & Agency#Claude Code#7 Figures of Impact
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Just Ask Notes··5 min read

It Was Never the CRM. It Was the Habit Wrapped Around It.

The CRM was built to store records, not carry relationships forward. The variable was always the habit of catching signal.

Hand the same software to two founders: one builds a compounding network while the other lets it fossilize. The CRM was never the variable. The habit wrapped around it was.

#CRM & Workflows#Agentic AI#Context & Memory#CSTU#Slack & MCP
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