1+ hour, 11+ min ago  (839+ words) Running large AI models usually means renting someone else's hardware, accepting someone else's pricing, and hoping that the model you depend on doesn't quietly change overnight. Mesh LLM is built around a different premise: that distributed AI computing across machines…...

5+ min ago  (1015+ words) Because the category gets described in abstractions, let me trace one query through the machinery, since the internals explain most of the differences between tools. Step four is enforcement. The layer applies access rules before results leave: row-level filters by…...

5+ min ago  (697+ words) I run a multi-agent system in production. No human in the loop for most decisions. That means when something goes wrong at 3am, the log is the only witness. This is what I learned after a silent pipeline failure ate six…...

8+ min ago  (479+ words) This is part of my "Claude Code environment" series. Last time I wrote about getting Claude and Codex to collaborate on a single machine. This time we're at the exit point of that setup: stopping accidents at the machine level…...

1+ hour, 58+ min ago  (96+ words) Happyranch - Conversational AI - Reviews & Alternatives Startup Hub. ai Happyranch is an AI-powered platform that helps businesses automate customer support and sales with intelligent conversational agents. No comments yet. Be the first to share your take. What does Happyranch do? Happyranch…...

1+ hour, 3+ min ago  (391+ words) Serious AI-assisted development has a habit of turning into a stack of subscriptions: a coding-assistant plan, a market-data API, a backtesting service, model credits. Each one is reasonable on its own, and together they quietly become a monthly bill that…...

1+ hour, 3+ min ago  (11+ words) A post by Murilo Mota. Tagged with career, community, developers, discuss....

42+ min ago  (306+ words) If you run a community, a support desk, or you're simply moving your life from one app to the other, sooner or later you hit the same wall: there is no built-in way to send messages from Whats App to…...

42+ min ago  (769+ words) Cuando un trial se enfr'a, muchas veces el equipo corre a cambiar el asunto del email o a meter un descuento. A veces funciona, pero bastante seguido el problema real est" en otra parte: segmentaci'n floja, eventos tard'os o usuarios…...

42+ min ago  (317+ words) A SLO that works for a monolith often collapses when you distribute the same logic across 30 services. The math of availability is unforgiving. If your service depends on 5 others, each at 99. 9%, your realistic ceiling is 0. 999^5 = 99. 5%. That 0. 4% gap eats your entire…...