The reporting threshold for payment apps and marketplaces returned to more than $20,000 and 200 transactions. Card payments still have no threshold, and the form reports gross, not profit.
DORA found AI adoption raises throughput and instability together. The fix is not another tool: it is a size ceiling, a written approval rule, and repository settings that enforce both.
Search Console gives you no AI Overviews breakdown, so stop waiting for one. A four-step routine using impressions versus clicks, GA4 referrals and crawler logs, plus what each control costs.
UK and US safety institutes watched an open-weight model finish a 32-step attack against weakly defended systems. A one-hour lockdown for small teams that run their own servers.
Two datasets published this month agree: AI tagged freelance work pays a large premium, while commodity generation work is deflating fast. Where the premium actually sits, the arithmetic on real rates, and how to rewrite your offer to sit there too.
Shopify gave vape merchants 14 days to delist worldwide, legal markets included. Category bans are a different risk class from account bans: you can be fully compliant and still lose the channel. The three layers, an exposure test, and this week's moves.
A rejection is not a verdict, it is the start of a documented process most developers never read. Fix and resubmit, reply, appeal, expedite: what each lever is for, the exact screens, and the timeline math for your launch.
A developer asked Codex for a homepage redesign and got his entire git history uploaded to OpenAI infrastructure. The training and retention switches in Copilot, Claude Code, Cursor and the OpenAI API, with exact paths.
Anthropic's Opus 5 tops the independent leaderboard at half the price of the top tier. Worked token math and a repeatable procedure for re-picking every model you pay for.
US marketplace insurers filed their largest increases since 2018 and the enhanced credits are gone. What self-employed founders control: income estimates, HSA pairing, QSEHRA vs SHOP, and enrollment prep.
A new benchmark pushed Postgres LISTEN/NOTIFY to 60,000 writes per second. The documented limits, the doorbell pattern, and the four conditions that actually justify a second system.
Merchants of record charge 5% plus 50 cents; a DIY Stripe and Stripe Tax stack runs about 3.4%. The worked math on what that 1.6-point spread buys, and who should pay it.
The OCC just told Wise it cannot be a bank yet. A practical map of the three models that protect money held at fintechs, the conditions attached to each, and a 15 minute fix for your float.
Meta shipped a dedicated app for Facebook Marketplace sellers: AI-drafted listings, a buyer-only inbox, bulk inventory tools and performance data. What's in it, and a day-one plan.
Open-weight models served over API now cost 10-50x less than frontier flagships. The price map from providers' own pages, a worked monthly bill with a 100x spread, and a three-tier routing rule.
Cursor and Replit tore up flat pricing within weeks of each other, for the same reason: per-user costs vary by an order of magnitude. The math behind the pattern, and four structures that survive it.
Patreon cut 93 jobs while taking 10% of creator income. A fee comparison across Patreon, Substack and Ghost, and the question that matters more: who owns your subscriber billing?
A researcher found a GitHub admin token, access to hundreds of repos, inside a camera's login page, put there by the build tool. The same failure mode lives in ordinary web builds; the fix takes an hour.
Google publishes exactly how local ranking works - relevance, distance, prominence - and the profile is free. A 90-minute setup mapped to Google's own factors, plus the review system that compounds it.
A shared card number is an open-ended permission slip. Virtual cards - one per vendor, capped at the plan price - turn every subscription into a budget that enforces itself.
A card payment link is convenient at $300 and expensive at $5,000 - percentage fees don't care that your work scaled. The per-rail math, and when to offer a bank transfer instead.
New image models like this week's Flux 3 make generation nearly free. The constraint is no longer cost - it's accuracy: a listing image that oversells the product converts into returns and disputes.
BEC cost victims $2.77 billion across 21,442 complaints in 2024 - roughly $129,000 per incident. It isn't a hacking problem; it's a payables-process problem, and the fix costs almost nothing.
Apple and Google both halve their commission for developers under $1M - but neither discount is automatic. The programs, the cliff-versus-marginal difference between them, and the enrollment checklists.