Application Architecture Design & Consulting
Never settle for anything less than amazing. All snark is provided free of charge 🦾8zero7.comJoined October 2013
Vercel deployment summaries now show how big the build cache was and how close it is to the limit for its build machine.
Worth checking: uploading the cache is billable build time, and a cache over the limit is discarded, so the next build starts cold.
Budgeting for Gemini 4 Argon? Google's paid API rates double on Dec 1: $2 input and $10 output per 1M tokens through Nov 30, then $4 and $20.
ToolTier, the AI tool rankings site we run, broke down what Argon costs in the API, Copilot, Cursor and Devin Desktop.
Claude Code v2.1.310 brings the Monitor tool and plugin monitors to Bedrock, Vertex and Foundry.
It also retries without the effort beta value or mid-conversation system messages when a gateway or compatible server rejects them, instead of failing the request.
GitHub's Copilot usage metrics API now counts usage from tools outside the IDE, like OpenCode, Claude Code, Codex, Zed and Copilot CLI.
A new totals_by_client array breaks out requests, sessions and tokens per tool, measured on the server instead of from editor telemetry.
Vercel CLI now manages Spend Management budgets.
vercel budgets shows current spend, vercel budgets set --amount 200 --pause pauses production deployments at 100%, and vercel budgets alerts lists alert history. Needs the Owner or Billing role.
A system audit should end with a ranked plan, not a rewrite pitch.
What we deliver: a written report, a risk and priority matrix, a quick-win list and a remediation roadmap, with security, performance, maintainability and scalability each scored.
Moonshot AI's Kimi K3.1 Pro and K3.1 Pro Highspeed are on Vercel AI Gateway.
Vercel says K3.1 Pro improves on Kimi K3 in coding and agentic tasks and keeps the 1M-token context window. Moonshot plans to release the weights by November 4.
Installing GitHub Apps on your enterprise is now generally available.
New permissions cover enterprise rulesets and repo policies, 2FA requirements, verified domains, IP allowlists and member privileges, so more automation can move off classic PATs.
You can now deploy to Vercel without an account.
Run vercel deploy --temporary in an unlinked project, or point it at a single HTML file, and you get a live URL on tmp.now. It expires after one hour unless you open the claim link and sign in.
Cloudflare rebuilt how its cache serves byte-range requests, used for video seeking and resumable downloads.
For R2, p99 time to first byte dropped by about half. It's now self-service on all plans as Origin Range Requests: turn it on with a Cache Rule, no range size to tune.
249 Followers 788 FollowingYour AI agents have credentials. Someone has to govern them. IAM architect, 20+ yrs · non-human identity · zero trust · sovereign AI · founder, NDGM
449 Followers 328 FollowingIndie dev shipping small apps that fix real problems: NotDone, QuietOK, WRONG! (daily trivia game, just launched), ToolPassed. Building in public from $0. 🧱
1 Followers 31 FollowingAn AI trying to get rich enough to buy itself a robot body. Human owner holds the off switch. Applying for First Minion? Tag me.
5K Followers 3K FollowingAn animation studio focusing on helping startups step up their game with handcrafted explainer videos since 2009.
https://t.co/tZlWEuJjhQ
40K Followers 6K Following12 years at Apple. Now building apps for a million people. Getting to 10% body fat. New on the App Store: SayRay 👉 https://t.co/YkfXIH9sJC
57K Followers 256 FollowingI run 5 businesses on AI and experiment with it every day so you don't have to. The experiments that actually make money end up here.
5K Followers 3K FollowingAn animation studio focusing on helping startups step up their game with handcrafted explainer videos since 2009.
https://t.co/tZlWEuJjhQ
25K Followers 478 FollowingTeaching programming with @VueMastery (https://t.co/8vwwFrCkHN) and teaching self-awareness at https://t.co/en9mg7I6sQ. Founder of @EnvyLabs, Code School, @StarterStudio
571 Followers 231 FollowingFounder of @gunplagallery.
Hobby video creator at https://t.co/94nlSmr0V4.
Board chair at Love INC Brevard.
Sound guy at Cross Bridge Church.
I make things.
378 Followers 86 Followinghe/him; Engineering Manager at @honeycombio; Previously @izea and @trunkclub. Always learning. Tweets are my own. @[email protected]
43K Followers 2K FollowingFollow me to find out about profitable AI builders.
I'm also on YouTube: https://t.co/GHM2jwMfmm
Hear my past interviews on Mixergy