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Insights

Behind every build.

Case studies, automation breakdowns, and the operational thinking that goes into every system we ship. Written for the business owners we build for — not for the algorithm.

New posts every week · 6 articles + a daily Tech Digest
Industry Notes

Featured · May 16, 2026

The Agentic Year: Why 2026 Made AI Agents Real for SMBs.

Enterprise AI agent production rates jumped from 5% to 31% in twelve months. Here's the data behind the shift, the failure rate beneath it, and what it actually means for everyone running a service business.

HB Hakeali Broderick · 9 min read

All articles

All Industry Notes Operations AI Tools Behind the Build Tech Digest
Operations

May 14, 2026 · 6 min

The 17-Day Payback: AI Voice Receptionists and the Math Most Owners Skip.

A human receptionist costs $30,000–$45,000 a year. An AI version costs $2,388. The capability gap closed in 2025. The cost gap didn't.

Industry Notes

May 11, 2026 · 7 min

Vertical AI Is Eating SaaS — and Service Businesses Are the Beneficiaries.

For fifteen years, software was horizontal. You bent your workflow to fit it. In 2026 that pattern is breaking — and SMBs are the winners.

AI Tools

May 7, 2026 · 8 min

n8n vs Make vs Zapier in 2026: The Honest Choice.

Three automation platforms. One question owners actually want answered. Here's the 30-second answer, then the longer one for people who'll have to live with the choice.

Behind the Build

May 4, 2026 · 7 min

Why 95% of AI Pilots Fail (and What the 5% Did Differently).

MIT studied 300 enterprise AI deployments. The cause of failure isn't the technology. It's a deployment pattern — and the pattern is fixable.

Industry Notes

April 30, 2026 · 6 min

The One-Person Million-Dollar Business: When Tools Replaced Headcount.

38% of seven-figure businesses in 2026 are run by a single person. The pattern beneath the headlines — and what it means for everyone else.

AI Tools

April 25, 2026 · 6 min

Cursor, Claude Code, and the Cloud Agent Era.

Claude Code overtook Cursor and Copilot in Q1 2026. Here's what changed in developer tooling — and the pattern that's coming for the rest of your stack.

The Tech Digest

Updated daily

A short morning brief on AI for service businesses — what shipped, what it costs, and what to actually do about it. Curated daily, skeptical by default, no hype.

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Tech Digest

June 24, 2026 · 5 min

Anthropic files for IPO as AI labs go public.

Anthropic's $965B IPO filing marks the first frontier AI lab to enter public markets — raising real questions for businesses built on Claude.

Tech Digest

June 23, 2026 · 5 min

The benchmark gap nobody's telling you about.

AI agents now solve 66% of computer tasks in benchmarks, but real-world deployments consistently underperform by 37 points — a gap that has direct consequences for every agency selling AI services.

Tech Digest

June 22, 2026 · 5 min

Agents close in on human-level computer work.

Stanford's 2026 AI Index puts agent task success at 66% on real OS environments — six points behind humans and a signal worth taking seriously.

Tech Digest

June 21, 2026 · 5 min

Agents get hired, then governed.

Salesforce's $3.6B Fin deal headlines a week where AI agents became staff — and identity, control, and context startups raced to manage them.

Tech Digest

June 20, 2026 · 5 min

The AI winners are narrow, not general. Again.

Sandstone's $30M for legal AI and Avoca's $1B trades valuation show capital rewarding agents built deep for one industry.

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