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Notes from the build.

What we learn shipping bespoke software with AI in the loop — written down while it is still true.


Deepfake Fraud Hits $12B: The Scariest AI Scams of 2026 and How to Protect Yourself
News 25 March 2026

In January 2024, a finance employee at Arup, the British engineering giant behind the Sydney Opera House and the Beijing Water Cube, joined a video call with his chief financial officer and several se

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The Agentic AI Stack for SMBs: Replace Your First 3 SaaS Tools This Weekend
Tutorials 25 March 2026

The average small business now hemorrhages somewhere between $250,000 and $1 million a year on SaaS subscriptions, spread across 50 to 70 different applications. Roughly 30 percent of that spend is pu

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Accountants, Lawyers, Radiologists: The White-Collar Professions AI Is Quietly Dismantling
Case Studies 25 March 2026

In 2016, Geoffrey Hinton, the computer scientist who would later win a Nobel Prize for his work on neural networks, made a prediction so confident it bordered on reckless. Within five years, he declar

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AI Stock Crash or Correction? Reading the Signals After the 2026 Q1 Earnings
News 25 March 2026

When Nvidia reported $68.1 billion in fourth-quarter revenue for fiscal 2026, a 73% year-over-year increase, the stock barely moved. That single data point tells you everything about the strange, tens

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How a Solo Founder Used AI Agents to Build a $2M ARR SaaS in 8 Months
Case Studies 25 March 2026

In November 2023, Pieter Levels sat in a cafe in Lisbon, watching his Stripe dashboard tick past $100,000 in monthly recurring revenue. Photo AI, his AI headshot generator, had been live for nine mont

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Shadow AI in the Enterprise: How Employees Are Secretly Using Unapproved AI Tools and the Security Nightmares It Creates
News 25 March 2026

Somewhere in your organization, right now, an employee is pasting proprietary source code into ChatGPT. Another is feeding confidential client data into Claude to draft a proposal. A third is uploadin

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The AI Layoff Tracker: Which Companies Are Cutting Humans and What Replaced Them
Future of Work 25 March 2026

In February 2026, Jack Dorsey sent a letter to Block's shareholders that read less like a corporate restructuring memo and more like a manifesto. The company behind Square and Cash App was cutting 4,0

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Google's 10 AI Moves That Actually Matter for Your Business in 2026
News 25 March 2026

Google has, in the span of five months, released more consequential AI products than most companies ship in a decade. Between the Gemini 3 launch in November 2025 and the Gemini 3.1 Pro rollout in Feb

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AI Agent Showdown: Claude Code vs. Devin vs. GPT Operator and Which Actually Ships Production Code
Tutorials 25 March 2026

Three tools walked into a codebase this year, each promising to do what your engineering team does, only faster, cheaper, and without the Slack debates. Claude Code, Devin, and OpenAI's Codex are the

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The Jobs AI Can't Touch in 2026: A Data-Backed Survival Guide by Industry
Future of Work 25 March 2026

In February 2026, Microsoft AI CEO Mustafa Suleyman told the Financial Times that virtually all white-collar tasks performed at a computer would be automated within eighteen months. That same week, Go

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When AI Meets Conspiracy: How Synthetic Media Is Reshaping the Epstein Files Narrative
News 12 February 2026

The Digital Forgery Problem Exploding Across Social PlatformsThe release of millions of pages from the Jeffrey Epstein investigation has triggered an unprecedented wave of AI-generated misinformation.

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AI Translation Tools Devastate Professional Translators: Income Drops 80% Since ChatGPT
Case Studies 12 February 2026

The Collapse of Professional Translation: A Career Destroyed by AI HypeA seasoned technical translator spent a decade and a half building expertise in highly specialized fields. Their portfolio spanne

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