I came across this on Hacker News and felt like I needed to share it with the dev community. The main point is simple: a lot of teams reach for extra databases, queues, search engines, caches, and services before they actually need them. This page lays out where Postgres is usually enough, and where you may actually need something else: https://postgresisenough.dev/ Postgres is not perfect for everything, but it is good enough for a surprising amount of real-world work. The more I build and main
云与基建
近 7 天 · 10 条
2026-07-10 周五
The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AIarXiv cs.AIAI云与基建
arXiv:2607.06906v1 Announce Type: new Abstract: Agentic AI development today runs on token maxing: buying capability with tokens -- longer reasoning traces, more turns, wider tool payloads, bigger replayed contexts -- so tokens per task grow faster than task value. Falling per-token prices mask the pattern; total spend rises anyway. We argue the decisive lever against token maxing is the harness: the orchestration layer that assembles context, exposes tools, sequences turns, delegates work, and
We've been building Stratos and just open-sourced it under AGPL-3.0. It's the layer that turns a raw OpenStack cloud into something you can hand to users and actually bill for. The gap it fills OpenStack already meters usage (Ceilometer/Gnocchi) and can even rate it (CloudKitty). But CloudKitty deliberately stops at "what would this cost" - no invoices, no payments, no taxes, no promotions, no customer-facing portal. So most operators bolt their own thing on top or pay for a closed-source produc
Broadcom accuses Allstate of dodging VMware audits.
Windows 11 updates could soon include fixes for more security issues at once. Microsoft said in a blog post on Thursday that it's now using AI to "identify potential issues earlier," which means "customers will see a higher volume of security updates included in each security release." Hackers, even amateurs, have increasingly been using AI […]
Hi Hacker News, I’m Yahia. I built Context.dev (<a href="https://www.context.dev/">https://www.context.dev/</a>) to make it really easy to integrate web data into your products and agents.<p>Here’s a demo video: <a href="https://www.tella.tv/video/build-faster-with-context-dev-apis-2cgl" rel="nofollow">https://www.tella.tv/video/build-faster-with-context-dev-api...</a><p>Since it’s an API, here are the docs: <a href="https:&#x