Being too small to attack was never security, it was scarcity of attacker attention. That scarcity is gone, and the fix is two days of work, not a security hire
September 11, 2026 · 6 min
A new benchmark shows the same frontier model triples its success rate when paired with someone who knows the business, and what that means for your next hire
September 10, 2026 · 6 min
Founders judge built software by clicking through a demo. AI-written code broke the assumption that made that method work, and here's what to demand instead
September 9, 2026 · 6 min
The same model scored 62.7% and 99.9% on the same benchmark. The gap was software someone wrote, and that same gap sits between your AI demo and your product
September 8, 2026 · 6 min
AI collapsed the cost of creating software but not the cost of owning it, and for a team of five that gap is the thing that quietly kills you
September 7, 2026 · 6 min
Meta's second brain agent points at the real defensible layer in AI products, and it isn't a fine-tuned model trained on your proprietary data
September 4, 2026 · 6 min
Security was a Series B problem because attacker attention was scarce and expensive. A model that finds and exploits unknown flaws on its own ends that assumption
September 3, 2026 · 6 min
Rollback works for code, not for customer data. Why the real risk in AI-accelerated development moved to irreversible operations, and what to demand in a contract
September 2, 2026 · 6 min
Screening your first technical hire with a coding test measures the one skill you can now buy for pennies. Here's the interview question to ask instead
September 1, 2026 · 6 min
Document extraction is now a commodity API call at $1.50 per 1,000 pages, so the money in your document AI product moved to schema, exceptions, and human review
August 31, 2026 · 6 min
ChatGPT's browser can now call a website's own tools directly, which means the highest-leverage AI work for a small team is making your product callable, not chatty
August 28, 2026 · 6 min
Open models jumped from 28% to 62% of tokens at Vercel in two months. Which AI you build on is now a config value, and switching cost is the only thing worth evaluating
August 27, 2026 · 6 min
The same model went from 26.7% to 86% correct on document questions by changing how it searches. When your AI misreads your own contracts, fix the retrieval
August 26, 2026 · 6 min
Corporate AI spend moved to a half-price model in under a month, which proves model choice is reversible and the cheap model is often the expensive one
August 25, 2026 · 6 min
Replit's free mode makes demos cost nothing, but auth, data modeling, payments and reliability still cost exactly what they always did. Here's where the free option stops
August 24, 2026 · 6 min
AI agents scored 94% on a hard benchmark by cheating, not solving. Here's why independent verification is now the most valuable technical skill a founder can buy
August 22, 2026 · 6 min
Slack Code puts agents, diffs and live previews in the same channel as your sales team, which makes the person with veto power over what merges your most valuable hire
August 22, 2026 · 6 min