Real Talk on AI, Data,
and Shipping Products
Practical insights from a federal Data Science TPM who's beta tested 400+ tools, consulted on 20+ SaaS products, and ships real things.
What Is OpenClaw? A Non-Technical Guide for Business Leaders
OpenClaw is the open-source AI agent with 310k+ GitHub stars. Here's what it does, whether it's safe for your business, how it compares to ChatGPT, and what setup actually looks like — explained for directors, PMs, and executives.
Claude Code for Non-Developers: How Product Managers and Leaders Use AI to Ship Faster
Claude Code isn't just for engineers. Product managers, directors, and business leaders are using it to prototype, analyze data, automate workflows, and ship 4x faster. Here's how to get started — no coding experience required.
Running AI Locally: Why Your Company Should Consider Open Source LLMs in 2026
44% of organizations cite data privacy as the #1 barrier to AI adoption. Running open-source LLMs locally eliminates that barrier entirely. Here's the business case for self-hosted AI — costs, hardware, compliance, and how to get started.
Vibe Coding for Everyone: The Ultimate Starter Guide to Building with Claude Code
The era of staring at code you don't understand is over. Learn how vibe coding with Claude Code lets designers, founders, and solopreneurs build real software through natural language — no CS degree required.
How to Build an Enterprise AI Strategy That Actually Delivers ROI
Most enterprise AI initiatives fail to deliver measurable ROI. Learn the 5-phase framework used by a federal Data Science TPM to align AI investments with business outcomes — from discovery to production deployment.
AI in Government: A Practical Guide for Federal Program Managers
How federal agencies can implement AI within FedRAMP, ATO, and compliance constraints. Written by a current federal Data Science TPM at the VA who's drafted AI SOPs and led agency-wide AI exploration programs.
AI Automation for Small Business: 5 Use Cases That Save 15+ Hours Per Week
Practical AI automations that small businesses and startups can implement today to save 15+ hours per week. No enterprise budget required. Real examples from a founder who's built and shipped 4 products.
AI for Nonprofits: Multiply Your Mission Without Multiplying Your Budget
How nonprofit organizations can leverage AI to automate grant reporting, improve donor analytics, and serve more beneficiaries — all on a nonprofit budget. Written by a public administration expert (MPA, Baruch) with federal and nonprofit experience.
The Vibe Coding Gap: Why Your AI-Generated App Isn't Production-Ready
Vibe coding tools like Cursor, Bolt, and V0 get you 70% of the way to a real product. Here's what they miss — auth, security, database design, deployment — and how to bridge the gap before you ship.
From MVP to Production: The Solo Founder's Complete Shipping Checklist
The complete checklist for solo founders taking an AI-coded MVP to production. Auth, payments, security, SEO, deployment — every step from 'it works on localhost' to 'users are paying for it.' Built from shipping 4 products.
Power BI vs Tableau vs Custom Dashboards: Choosing the Right Analytics Stack
An honest comparison of Power BI, Tableau, and custom-built dashboards from a Data Science TPM who uses all three in federal and enterprise environments. When to use each, real cost analysis, and implementation tips.
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