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McGinnis, Will

mcginniscommawill.com

2026

The Case for a Dumb Idea App original ↗

18 Feb 2026

python-skills: Packaging Library Development as Claude Skills original ↗

17 Feb 2026

Training a Deep Q-Network for Trading original ↗

16 Feb 2026

Bankroll Management with Keeks: CPPI original ↗

13 Feb 2026

Ruff vs Traditional Bandit - A Performance Comparison original ↗

10 Feb 2026

Reviving Graduate School MATLAB with Claude Code original ↗

9 Feb 2026

Bankroll Management with Keeks: Fixed Fraction original ↗

6 Feb 2026

The Scientific Method as a Decision Framework original ↗

3 Feb 2026

How I Write Software With AI original ↗

2 Feb 2026

Bankroll Management with Keeks: OptimalF original ↗

30 Jan 2026

Integrating Bandit into CI/CD Pipelines original ↗

27 Jan 2026

Evergreen Gets Even Evergreener original ↗

26 Jan 2026

Restaurant Oracle: Find Your Next Meal original ↗

25 Jan 2026

Bankroll Management with Keeks: Drawdown-Adjusted Kelly original ↗

23 Jan 2026

Managing Bandit False Positives Without Breaking Security original ↗

22 Jan 2026

Atlanta AI Dinner: What's Coming in 2026 original ↗

20 Jan 2026

Bankroll Management with Keeks: Fractional Kelly original ↗

16 Jan 2026

Scenario Planning for When You Don't Know What's Coming original ↗

14 Jan 2026

The Complete Guide to Long-Term Airbnb Stays with a Three-Year-Old original ↗

12 Jan 2026

Verification and Validation: Building the Right Thing Right original ↗

8 Jan 2026

Bet A Day: An App for Practicing Decisions Under Uncertainty original ↗

6 Jan 2026

idea.log: An iPhone App for Capturing Ideas on the Go original ↗

5 Jan 2026

Trail Report: Palmer Woods, Michigan original ↗

4 Jan 2026

Trail Report: Coldwater Mountain original ↗

3 Jan 2026

Field Notes from the Internet original ↗

2 Jan 2026

Year's Start: Looking Forward to 2026 original ↗

2 Jan 2026

2025

Year's End: Looking Back at 2025 original ↗

31 Dec 2025

Project Diaries in ContextSwitch: Your AI-Powered Development Journal original ↗

29 Dec 2025

AI Tools I Actually Use original ↗

25 Dec 2025

Chapter 1: The Old Country original ↗

23 Dec 2025

Chapter 2: The Crossing original ↗

23 Dec 2025

Chapter 3: The Great Wagon Road original ↗

23 Dec 2025

Chapter 4: Georgia and the Frontier (1800-1840)original ↗

23 Dec 2025

A Guide to the Guides original ↗

23 Dec 2025

PyGeoHash 2025: A Year of Transformation original ↗

22 Dec 2025

Tapedeck: Albums That Hold Up Over Time original ↗

22 Dec 2025

Aphorisms: Quotes and Wisdom Worth Remembering original ↗

21 Dec 2025

Blogroll: Blogs and Websites I Enjoy Reading original ↗

21 Dec 2025

Bookshelf: Books I've Enjoyed and Recommend original ↗

21 Dec 2025

Claude Skills: Teaching Your AI Assistant Context-Aware Expertise original ↗

18 Dec 2025

Building Blog Header Art with Claude Skills original ↗

15 Dec 2025

Deep Research Systems: Architectural Differences That Matter original ↗

8 Dec 2025

AI Agents Will Break Our Markets (Unless We Fix Them First)original ↗

4 Dec 2025

Native Structured Outputs: When to Skip the Framework original ↗

1 Dec 2025

Comparing Python Libraries for Structured LLM Extraction original ↗

27 Nov 2025

Personal Blogs and the Small Web original ↗

24 Nov 2025

From Theory to Practice: Building Real Decision Models with Petersburg original ↗

20 Nov 2025

I Tested LLM Prompt Caching With Anthropic and OpenAI original ↗

17 Nov 2025

MCPB: One-Click Installation for MCP Servers original ↗

13 Nov 2025

Governance in AI Agent Security original ↗

10 Nov 2025

Resulting: Why Good Decisions Sometimes Look Bad original ↗

6 Nov 2025

Decision Making Frameworks original ↗

3 Nov 2025

Recognition-Primed Decisions: Expert Intuition Under Pressure original ↗

3 Nov 2025

Fall Reading List 2025 original ↗

31 Oct 2025

The Nursing Decision Cycle: Clinical Judgment Under Pressure original ↗

27 Oct 2025

Joining Scale Venture Partners as Chief Data Scientist original ↗

20 Oct 2025

Keeks 0.3.0: Introducing the Merton Share Strategy original ↗

15 Oct 2025

What Two Failed Vibe Coding Projects Taught Me About AI Assistants original ↗

13 Oct 2025

Building a Personal Prompt Library with MCP and Lexicon original ↗

10 Oct 2025

Evergreen Gets Serious: Building Tools That Think With You original ↗

8 Oct 2025

Angel Portfolio Cira 2021-2023 Update original ↗

6 Oct 2025

Keeping Claude Code, Cursor, and Codex on Track with ContextSwitch original ↗

3 Oct 2025

MCP Prompts and Resources: The Hidden Gems original ↗

29 Sept 2025

Competitive Intelligence from Job Postings: Reading the Tea Leaves original ↗

22 Sept 2025

The HR Audit: Job Posting Compliance and Risk Management original ↗

19 Sept 2025

Writing Job Postings That Actually Work: A Hiring Manager's Guide original ↗

17 Sept 2025

Reading Between the Lines: How to Analyze Job Postings as a Candidate original ↗

15 Sept 2025

Smoked Chicken with Alabama White Sauce original ↗

12 Sept 2025

Two Ways: Grilled Marinated Wings original ↗

10 Sept 2025

The Internet Economy Battle Royale: Bots vs Content original ↗

8 Sept 2025

Vibe Coding a Personal CRM in Swift (Having Never Written Swift)original ↗

5 Sept 2025

The Mensarius Oath: When Ancient Banking Meets Modern Ethics original ↗

3 Sept 2025

Summer Reading List 2025 original ↗

1 Sept 2025

Management Technical Debt: The Hidden Costs of Quick Fixes original ↗

29 Aug 2025

Metrics That Actually Matter (And the Ones That Don't)original ↗

27 Aug 2025

SQL Injection Detection with Bandit Rule B608: Beyond the Basics original ↗

25 Aug 2025

Advanced Bandit Configuration: Custom Rules and Team Workflows original ↗

22 Aug 2025

Trail Report: Sope Creek, Atlanta's Urban Singletrack Oasis original ↗

20 Aug 2025

Trail Report: Vomet Comet - A Rollercoaster of Technical Thrills original ↗

18 Aug 2025

Deciding with Incomplete Data: When Perfect Information Isn't Possible original ↗

11 Aug 2025

High-Reliability Organizations: When Failure Isn't an Option original ↗

8 Aug 2025

Cowboy Caviar: Fresh Tex-Mex Bean and Corn Salad original ↗

4 Aug 2025

The Efficiency Trap: When Optimization Kills Growth original ↗

1 Aug 2025

The Passive Resistance Problem: When Good Employees Go Quiet original ↗

30 Jul 2025

Things That Look Like Work But Aren't original ↗

28 Jul 2025

Integrated Venture Engineering: Building Profitable Ventures by Design original ↗

25 Jul 2025

Decision-Modeling vs. Process-Modeling: Why the Space Between Matters original ↗

23 Jul 2025

The Three Pillars of Product Success: Why Good Ideas Still Fail original ↗

21 Jul 2025

Three Ways Wispr Flow Actually Makes Sense original ↗

18 Jul 2025

The Speed-Quality Paradox: When Fast Decisions Kill Startups original ↗

17 Jul 2025

AI Prompts for Real Life: Templates That Actually Work original ↗

16 Jul 2025

The New Collaboration Patterns: How AI is Reshaping Human Teamwork original ↗

15 Jul 2025

The Regular Person's AI Stack: Tools That Actually Help original ↗

14 Jul 2025

Data-Driven Decisions vs. Data-Justified Decisions original ↗

11 Jul 2025

Family Financial Policies: Clear Guidelines That Prevent Conflicts original ↗

9 Jul 2025

Family Office original ↗

9 Jul 2025

The Chatham House Rule: What It Means and Why It Matters original ↗

7 Jul 2025

The FTC vs. '98% Accurate' Claims: Lessons from the Workado Settlement original ↗

4 Jul 2025

Ghost Letters: The Hidden Signatures AI Leaves in Your Text original ↗

2 Jul 2025

Return on Luck: How to Actually Capitalize on Lucky Breaks original ↗

30 Jun 2025