Every backend service should have a /feedback endpoint. Agents are quickly becoming the heaviest users of most APIs. When one hits a missing feature or a bug, it should be able to say so right there, in a structured way. If the request makes sense, another agent drafts the PR and a human approves it. Software that improves itself based on what its users actually tried to do speeds up recursive self improvement.

Two backend improvements shipped for LiveAvatar: • Voice data caching - faster voice loading during avatar setup • Fixed a race condition causing intermittent "bad handshake" WebSocket errors on session start Smoother sessions, less waiting →

Stablecoin backends still depend on TradFi: commercial bank deposits, short-duration government bonds, reverse repo. Bringing that backend onchain is a major Canton initiative, matching creation and redemption to a front end that already runs around the clock.

Infineon Opens Scalable Semiconductor Backend Manufacturing Hub in Thailand - #semiconductordigest# #semiconductors# #semiconductor# #semiconductorindustry# #semiconductorwebsite# #semiconductormagazine#

Misconfiguring Turnstile by skipping backend validation leaves sites exposed to bots. Introducing Turnstile Spin. It fixes incomplete setups by using your preferred AI coding agent to wire up server-side verification.

I’ve finished backend implementations. Will start testing tomorrow. Hopefully I have enough data for it because I really can’t afford one at all. It’s also a very emotional time for me too because today makes it a year since I last spoke to my dad. He passed two days later.

🚀 vLLM's Humming backend can run Chord, @novita_labs' open-source W4A16 MoE kernels for Kimi K2.x. Kernel gains reach 1.33x on H200 TP8 vs tuned public Humming and 2.15x on B300 EP8 decode vs its untuned default. The indexed path works on compatible vLLM revisions; grouped integration is WIP. Great to see the kernels and benchmarks open-sourced! Details: