The Agents CLI Extension System enables developers to use frameworks like LangChain, LangGraph, or custom enterprise stacks while retaining a unified deployment and evaluation workflow. It details a first-party LangChain template that scaffolds, runs, and deploys agents without requiring the Agent Development Kit (ADK). Additionally, it demonstrates how platform teams can author custom extensions to enforce policies such as automated software bill of materials (SBOM) scans during deployment.
Every tool page on ramrom.io has a little block of JSON sitting in the <head> that visitors never see. It is a FAQPage schema — structured data that tells Google, in a format it can read directly, that the page answers certain questions. It took me an afternoon to understand it properly, and now I add it to every new page as a matter of habit. JSON-LD is just JSON wrapped in a <script type="application/ld+json"> tag. There is no special file to create and nothing to register. You paste a block i
RepoDNA v1.5.0 Is Here: Local History Controls, Reviewed Exports, and Clearer CI Impact RepoDNA v1.5.0 is now available as a stable release! RepoDNA is an open-source, local-first repository intelligence tool that helps developers understand codebases through architecture, dependencies, Git history, quality signals, and evidence-backed findings. This release focuses on control, reviewability, and correctness. Version 1.5.0 introduces confirmed deletion of individual saved analyses or an entire
Hi there developer community. Today I wanted to tell you guys about a repository on GitHub that I made a month or 2 ago. Its purpose it to teach people who are new to python or Open Source how to contribute. Also for users that just want to make their GitHub contributor graph green. gtref/OPEN-ISSUE-CONTRIBUTION is my repository. I hope that it helps those who are just starting out.
837, 835, 270/271, 276/277 and 278 explained for healthtech teams, plus the parsing traps and when to use a hosted EDI API. Originally published on Nirmitee.io: X12 EDI for Healthcare Developers: Every Core Transaction, With 270/271 Eligibility in Depth X12 EDI is not elegant. It was designed in the 1970s and carries decades of backward compatibility. But it is the standard that moves over $3 trillion a year in US healthcare payments. If your product touches claims, payments or coverage, it touc
Claude code message threads win on latency for very long agent sessions, but they do not replace prompt caching, because they save time rather than tokens. Anthropic reports that median time to first token falls by about 35% on requests of 500k to 1M tokens, measured on Claude Code users. Token usage, token rates and rate limits stay the same, so use threads for speed on long sessions and keep prompt caching for cost. Last verified: 4 November 2026 Message threads entered public beta on the Clau
The IndiaAI Mission, run under MeitY, released three indigenous foundation models on November 3, 2026, at an event in New Delhi attended by MeitY Secretary S. Krishnan, according to the Press Information Bureau (PIB). The largest is EKA-1 from Soket Labs, a 26.3 billion parameter model trained on roughly 7.5 trillion tokens. The other two, Dhir 2B and Dhir 5B from ZenteiQ, are small enough to run offline on modest hardware. For anyone choosing among these IndiaAI foundation models: EKA-1 is the
This article is cross-posted from the ThingBoot Guides repository on GitHub, where you'll also find the Chinese version. Most ESP32 tutorials stop at "blink an LED". Real products need the next step: own — not someone else's cloud. This guide walks you from a stock ESP32 to publishing telemetry and receiving An ESP32 dev board (ESP32 / ESP32-S3 / ESP32-C3 all work) USB cable + Arduino IDE (or PlatformIO) A machine that can run an MQTT broker (Docker is fine) [ESP32] --WiFi--> [MQTT Broker (self-
Back in my early days, I assumed a markdown editor was a serious project. A parser, a preview pane, keeping the two in sync, all of it felt like a weekend at least. Then I built one and the whole thing turned out to be a textarea, a library, and about 80 lines. Here is the shape of it. Try it: type on the left, watch the right nayemalam.com. Two panes, one piece of state. The textarea holds the raw markdown in a useState, and the preview is just a function of that state. Type a character, the st
Originally published on howseen.ai: howseen.ai/llms-txt By Raphaël Aubry, founder of Howseen An AI assistant can only cite a page it can read. Before anyone talks about "GEO" or content strategy, three boring things decide whether your site is even in the running: Does your robots.txt let the AI crawlers in? Is your content in the HTML the server sends, or only after JavaScript runs? Do you have an llms.txt, and does it matter? Here is how to check all three from a terminal, what the official do
MariaDB PAM Mapping: One Password, Several Identity Boundaries Delegating MariaDB authentication to PAM can remove a separate database password from the workflow. It also introduces several identities that must agree: the Unix account, the PAM service and policy, the mapped MariaDB account, and the database grants attached to that account. A successful password check is only the first part of authorization. MariaDB's PAM authentication plugin hands credential verification to the host's Pluggab
Originally published on howseen.ai: howseen.ai/mcp By Raphaël Aubry, founder of Howseen Our product measures how ChatGPT, Gemini, Perplexity and Google's AI answers talk about a brand. That data lived in a dashboard, while more of our users were already working inside Claude, ChatGPT or Cursor. So we brought the data to the assistant instead of asking people to open one more tab, and shipped an MCP server. It runs in production at https://app.howseen.ai/api/mcp, version 1.3.0, with 44 tools: 26
Every form has moved online, but signatures never really did. You get three bad options: Type your name in a fancy font. Fast, but anyone can tell it is a font. It does not look like your signature, because it isn't. Sign on paper, photograph it, paste it in. Real, but the photo is grey, crooked, and carries the whole desk with it — paper texture, shadows, the line of the notebook. Install an app. Now a simple signature costs you an account, a subscription screen, and your file sitting on someon
Article URL: https://www.theatlantic.com/technology/2026/11/americans-really-dont-like-data-centers-elections/689284/ Comments URL: https://news.ycombinator.com/item?id=50387952 Points: 17 # Comments: 12
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Article URL: https://pwn.college/ Comments URL: https://news.ycombinator.com/item?id=50387796 Points: 18 # Comments: 1
Article URL: https://github.com/dsx-ai-factory/nvke Comments URL: https://news.ycombinator.com/item?id=50387738 Points: 24 # Comments: 8
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Article URL: https://village.dev/blog/closed-ai-models-now-dominate-the-price-performance-frontier/ Comments URL: https://news.ycombinator.com/item?id=50387546 Points: 27 # Comments: 9
Article URL: https://techlaws.pages.dev/tesla-and-spacex-lose-over-420b-in-combined-market-cap-in-the-two-days/ Comments URL: https://news.ycombinator.com/item?id=50387406 Points: 66 # Comments: 30
credit now applies automatically to included model usage through , whether a request authenticates with an API key, OIDC token, or login. No dedicated Token Pass API key is required, though you can still create one from the dashboard or the CLI for keys scoped only to featured models and providers.Token PassAI Gatewayfx When Token Pass credit runs out for the billing period, requests from a standard key or OIDC token fall back to your team's AI Gateway credits. Token Pass keys still stop until
Article URL: https://github.com/matthewmrichter/mooftcp Comments URL: https://news.ycombinator.com/item?id=50386789 Points: 23 # Comments: 14
Article URL: https://thinkingmachines.ai/news/inkling-2-small/ Comments URL: https://news.ycombinator.com/item?id=50386338 Points: 121 # Comments: 51
Article URL: https://finance.yahoo.com/technology/ai/articles/mark-cuban-says-facebook-knowingly-213000020.html Comments URL: https://news.ycombinator.com/item?id=50385870 Points: 186 # Comments: 93
Article URL: https://github.com/anthropics/claude-code/issues/107757 Comments URL: https://news.ycombinator.com/item?id=50385272 Points: 729 # Comments: 249
Article URL: https://www.cve.org/CVERecord?id=CVE-2026-83844 Comments URL: https://news.ycombinator.com/item?id=50384233 Points: 390 # Comments: 146
GitHub's new Git storage architecture is built so thousands of agents can push to a single repository at once. Here's how it works. The post Inside GitHub’s new Git storage architecture appeared first on The GitHub Blog.
Article URL: https://kagi.com/changelog#11820 Comments URL: https://news.ycombinator.com/item?id=50383740 Points: 601 # Comments: 312
Article URL: https://www.salon.com/2026/11/05/goodbye-from-salon/ Comments URL: https://news.ycombinator.com/item?id=50383739 Points: 505 # Comments: 181
Article URL: https://www.pangram.com/blog/introducing-pangram-image-1-0 Comments URL: https://news.ycombinator.com/item?id=50383294 Points: 78 # Comments: 34
Article URL: https://www.naut.ca/blog/2026/11/05/the-hackintosh-reborn-with-ai/ Comments URL: https://news.ycombinator.com/item?id=50383057 Points: 253 # Comments: 122
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Hey HN, this is Nathan and Nicholas from Rivet (https://rivet.dev) – a fast, high-density, and scalable orchestrator for agentic workloads using the actor model. Rather than running a heavyweight sandbox per agent, each agent gets a lightweight actor backed by S3. Actors provide a long-lived process for long agent turns, in-memory state for context, a WebSocket server for multiplayer, durable SQLite storage backed by S3, and hibernation when idle. It's a similar model to Cloudflare Durable Objec
AI agents act for millions, but servers see intermediaries that strip user visibility. This post defines the problem space and introduces a collaborative approach to safely identifying, allowing, and managing this automated traffic.
Article URL: https://www.ycombinator.com/companies/bild-ai/jobs Comments URL: https://news.ycombinator.com/item?id=50381512 Points: 0 # Comments: 0
is now in public beta on all plans. Run tasks on a recurring cadence or at a single point in time, in production, preview, or custom environments.Vercel Schedules Schedules in can target a private Vercel Function, an HTTP path, or a Vercel Queue topic, and schedules created at runtime target a Queue topic. Any schedule can be enabled, disabled, or run on demand without redeploying.vercel.json Define a static schedule: Adding a trigger makes the function private. It has no public URL and only t
Article URL: https://github.com/saragordic/window-sweaters Comments URL: https://news.ycombinator.com/item?id=50381383 Points: 274 # Comments: 88
Attackers can log in to accounts that have no password, such as SSH key-only accounts, on some Alpine Linux servers running the standard openssh-server package. They need network access to the server, an account name, and a password between 257 and 1,024 bytes long. OpenSSH, which rates the flaw critical, released version 10.6p2 today to block it. Alpine has published fixed packages for every
Cybersecurity researchers have disclosed details of a now-patched vulnerability that could be exploited to bypass Lockdown Mode protections in OpenAI ChatGPT. Lockdown Mode was introduced by the artificial intelligence (AI) company in June 2026 as an optional setting to minimize data exfiltration risks arising from prompt injections. "The flaw could enable silent chat data theft, phishing,
Article URL: https://claude.ai/artifact/L8qsMc3SorytGW3LA81nYf Comments URL: https://news.ycombinator.com/item?id=50381033 Points: 171 # Comments: 75
Article URL: https://axiommath.ai/research/the-stacks-project-formalized/ Comments URL: https://news.ycombinator.com/item?id=50380979 Points: 78 # Comments: 21
Article URL: https://motorolanews.com/motorola-signature-27-2/ Comments URL: https://news.ycombinator.com/item?id=50380810 Points: 425 # Comments: 315
GitHub now highlights ACCESSIBILITY.md files and helps maintainers document accessibility goals, known barriers, supported environments, contributor expectations, and reporting processes. The post Accessibility statements now have a home on GitHub appeared first on The GitHub Blog.