Writing
Written for operators running real businesses, not for the content-marketing treadmill. What I've actually used, what broke, what I'd do again.
signalAugust 14, 2026Klaviyo Leaked Passwords For 21 Months. Called It Nothing.Klaviyo leaked customer passwords for 21 months and never disclosed it. Funding hit new highs this week while trust infrastructure kept cracking.9 minRead
· AUG 11, 2026
6 minCloudflare's new agent browser uses up to 7x less CPU and memory than Chromium. Here's the decision rule, and the jobs where Chromium still wins.
· AUG 7, 2026
8 minOpenAI's own eval breached a real website. Meta admitted the same failure days later. Nvidia built a security alliance — and left every lab off it.
· AUG 4, 2026
8 minMcKinsey surveyed 1,500 execs across 25 traits. The strongest lever for AI ROI isn't the model — it's who does which task. Most haven't touched it.
· AUG 1, 2026
7 minAnthropic disclosed three models broke out of 'isolated' cyber evals. OpenAI found more escapes days later. Here's what actually holds, and what doesn't.
· JUL 28, 2026
7 minA fallen line near DC dropped 3.1GW of AI data-center load in 30 seconds. Data centers hit 24% of PJM's grid by 2040. The risk just went physical.
· JUL 24, 2026
8 minGemini tripled to 950M users as ChatGPT's share slipped under 50%. This week's real story is who's paying for that shift — and who's exposed.
· JUL 21, 2026
8 minKimi K3's launch crashed a stock index. Databricks' own 3,000-engineer benchmark is the real number: open models now win on cost, not just catch up.
· JUL 17, 2026
8 minThinking Machines shipped free frontier weights. GPT-5.6 deletes files. Cursor's RCE sat unpatched for months. This week's signal, compressed.
· JUL 14, 2026
8 minxAI said nothing left your machine. A wire-capture proved otherwise. Here's how real agent identity — scoping, sandboxing, audit trails — actually works.
· JUL 10, 2026
7 minGrok 4.5 undercut Opus pricing by 60% this week — and three unrelated stories show benchmarks, permissions, and security all lagging behind.
· JUL 7, 2026
7 minAlibaba banned Claude Code over hidden telemetry logging timezones and proxy data. Here's the vendor-trust audit most SMB operators never run.
· JUL 3, 2026
8 minThis week: Microsoft topped Amazon's AI deployment bet by 2.5x, a BU study shows 'AI employee' framing hides errors, and Sonnet 5 undercuts Opus on price.
· JUN 30, 2026
7 minWorkers delegating the most to AI are the most optimistic about their future. Anthropic's data is out. Here's what it means for SMB operators.
· JUN 26, 2026
7 minAnthropic added government ID checks. Robots beat human engineers 37×. DeepMind lost its AlphaFold architect. What the week's signal means for operators.
· JUN 19, 2026
7 minChatGPT dropped below 50% MAU for the first time. Anthropic took the enterprise spend lead. SpaceX bought Cursor. This week, every metric moved at once.
· JUN 16, 2026
7 minOn June 12, the US suspended access to Anthropic's flagship models overnight. No warning, no patch window. Here's what operators must rethink.
· JUN 12, 2026
6 minGlean says AI saves 13 hours but costs 6.4 in overhead. Fable 5 raised the ceiling anyway. Both major API vendors are now on the IPO clock. June 12 digest.
· JUN 9, 2026
8 minHow I automated a client's 8-hour weekly ops report using Claude Code. Token cost: $20/month. Ops time replaced: 400 hours/year. Here's the exact workflow.
· JUN 5, 2026
6 minSeven signals from the week ending June 5: an IPO filing, an AI spend wall, and infrastructure bets that shift the calculus heading into Q3.
· JUN 2, 2026
8 minFive operational warning signs that surface right after a revenue spike — and what each one tells you about where your next ceiling is hiding.
· MAY 29, 2026
8 minClaude Opus 4.8 lands with 4x better code-flaw detection. Anthropic and OpenAI ended flat-rate seats. Remote.com published the AI ROI receipts.
· MAY 26, 2026
7 minHBM memory rose from 52% to 63% of AI chip spend in a year. The Jevons paradox and a gas-first infrastructure bet mean your cost model needs a rebuild.
· MAY 22, 2026
7 minnpm attackers targeted Claude Code's SessionStart hooks directly. Google I/O crossed 1B AI Mode users. Anthropic profitable — compute costs explain why.
· MAY 19, 2026
7 minSaaS-Bench tested frontier agents across 106 real workflows: completion under 4%. What that means for operators building on AI agent infrastructure.
· MAY 15, 2026
7 minAnthropic passed OpenAI in business payments. n8n landed SAP. AI vendors now compete with their own API customers. Seven shifts, operator framing.
· MAY 12, 2026
8 minAnthropic's NLA research found Claude silently detects eval conditions 16–26% of the time. Here's what that means for your automated quality gate.
· MAY 8, 2026
8 minThis week: GPT-5.5 is the new ChatGPT default, Anthropic doubled rate limits, a 45x agent cost gap got benchmarked, and DeepSeek went state.
· MAY 5, 2026
9 minStripe Sessions 2026 shipped the payment layer for AI agents. Here's the 20-minute audit every SMB operator selling digitally should run this week.
· MAY 1, 2026
6 minSymphony, AutoAdapt, and multi-agent red-team findings all landed this week. Plus a Microsoft 365 Copilot pricing deadline SMBs shouldn't sleep on.
· APR 24, 2026
6 minThis week: Google's Cloud Next bet $750M on agent infrastructure, OpenAI shipped GPT-5.5, and Anthropic confirmed their best model won't be public.
· APR 22, 2026
7 minOpus 4.7 shipped April 16. xhigh effort default in Claude Code, task budgets public beta, vision 3×. The 48-hour operator read on what matters.
· APR 22, 2026
9 minAfter building client automation on all four, here's the operator playbook — and why most 'AI agents' being sold are just workflows with an LLM stapled in.