言栖资讯收录 121202 篇 AI、开发与建站文章（English），按发布时间排序，支持搜索与按语言筛选。
If an LLM router decides "is this the same target?" by provider and model name , it will misreport savings whenever one model is deployed more than once at diff…
After sharing a bit of my journey with HUME and Claude Code, I'll try to show you what I think are the nice touches of HUME, and if I manage to spark your curio…
When we shipped Dev Second Brain, the part that had to earn trust first was the Dataview layer, the queries that pull decisions, incidents, PR reviews, and open…
The last post this week covers what Parley , Savor and Wayline needed underneath: calls, encryption and a backend you can trust with real data. These are featur…
Cross-posted from Iqraa.tech — hands-on tutorials for Claude Code, AI agents, cloud, and system design. TL;DR Scion is the source-control system Anthropic built…
A live auction needs correct state more than it needs a perfect event transcript. TL;DR: put a monotonically increasing sequence number on every auction update,…
In Node.js, string.length counts UTF-16 code units, not bytes . When Node's HTTP OutgoingMessage buffered a write, it added data.length to the counters that dri…
Try this: search "compress image to 20kb" or "merge pdf" and open the first few results. You'll find the same pattern almost every time. Pick a file, wait for t…
Persistence in react-mobx-manager used to be simple and a bit wasteful. Every persisted store had a MobX reaction on toJS(store) , and toJS walks every observab…
You review an edited interview and leave a note: “Cut the hesitation at 12 seconds.” Your script cuts at 12 seconds in the original recording. The wrong sentenc…
Index cost changes the answer before embedding quality does. A news monitoring service that copies the same article into collections for every tenant, topic, an…
Consider a proposed page for a gaming service: a tenant's scoped key has been revoked, but its previously admitted model requests still hold budget reservations…
For a logistics portal sending welcome emails and short-lived password-reset messages, the simplest API integration starts with application-owned templates and …
Today, we are announcing the general availability of Web Answer on Amazon Bedrock AgentCore. With Web Answer, agent builders get a synthesized, source-cited ans…
You have decided your product needs an agent: Claude should call tools, look at the results and decide what to do next. Before you write any code there is a cho…
CI went red on one test. The agent left a two-line note, marked it @pytest.mark.skip(reason="flaky under load") , and the build went green. The diff merged befo…
Everyone says they called it. Almost nobody can show they said it first. That is the problem CallBook is built around. It is a track record for people who make …
"LoRA trainiert etwa 1 % des Modells" ist die übliche Ein-Satz-Erklärung. Sie stimmt, verschweigt aber die Teile, die entscheiden, ob ein Lauf auf deinen Rechne…
The shortcut to writing faster with voice input is to separate two steps: dictating a rough draft by voice, and having AI clean it up. Spoken words don't become…
Why I built this Pocket shut down on July 8, 2025. Omnivore is gone too. Like a lot of developers, I had years of saved links, highlights, and half-finished res…