Claude Directory opens a submission flow for plugins, Video
Plugin and MCP Connector builders get their own door into Claude Directory, a new submission flow, and according to Claude's website, plugin usage stats come with it.
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Plugin and MCP Connector builders get their own door into Claude Directory, a new submission flow, and according to Claude's website, plugin usage stats come with it.
Three modes in Microsoft's new Copilot app, and Code runs on the same tech as GitHub Copilot, with a new Managed Copilot Runtime to execute code. It's rolling out now, though only through the Frontier program.
Open a pull request in Cursor and a bot called Rollouts drafts a monitoring plan before the code ships. After deploy it checks logs and metrics against that plan, but it won't roll back a deployment by itself.
$4 per million input tokens instead of $5 makes Opus 5.5 look like an easy upgrade, but Anthropic's migration guide lists four changes that make Opus 5 requests fail with 400 errors.
Switching off telemetry in Claude Code also quietly disabled a feature that only reads a local file. AGENTS.md support waits on a remote flag that falls back to false, and nothing tells you the file was skipped.
$50 is where Accelerate starts, the production plan in a three-tier API onboarding flow spotted in OpenAI Platform strings. Below it sit Prototype and a Free tier that routes API access through Codex.
Developers who resend the same long system prompt on every GPT-6 call will pay less for that repeated part, since OpenAI's caching update cuts cached input token costs by up to 90%.
26 years of building IDEs like IntelliJ IDEA and PyCharm, and JetBrains' CEO calls Air one of the company's most significant steps. It pulls outside agents like Claude Code and Codex under one roof, and it still bets on the IDE.
Tool output is 96.1% of the characters in a filled agent context window, but only 10% of later questions point at it. FutureOS's 178-question compaction test scores that mismatch: its default kept 147 answers, Codex 68.
Tokens, cost, and latency now sit next to every request in Anthropic's Claude API sandbox, renamed from Workbench to Playground, per a Threads post. The SDK code copies out when something works.
The best coding agents fail more than 60% of the time on tasks drawn from real codebases, and Nvidia's Adel el Hallak says logs won't tell you why: roughly 140 companies are pooling agent failure reports in SAFE.
Meta wired Stripe into its Muse agent so purchases can run through a developer's product, and opened Connectors so anyone can submit one. Notion and Granola are already on the list.
Grok Build ran cargo test, the test database wasn't up, and the user explained that just test starts it first. xAI's new memory keeps that correction as a note and applies it in the next session.
One image parser to pwn them all Hacktron says a crafted .heic upload could have dumped OpenAI's private repositories. Some of its RCE attempts landed only after thousands of uploads.
Codex took over OpenAI's legal and finance desks Finance, recruiters and lawyers at OpenAI set a goal in Codex and let the thread run for days. Per The Pragmatic Engineer, those teams went from roughly 0% usage to 90% in four months, with no mandate from above.
1,000 code reviews for $0.04 The same rule check scaled to 1,000 reviews runs $0.043 on Jev against $11.78 on Claude Fable, from 360 calls per model. Jev pays in accuracy: 98% correctness where Fable scores 100%.
Copilot's own agents typed most of GitHub's agent runtime rewrite: more than 800,000 lines of production Rust, mainly one developer over a few months, where a team would have needed a year or two.
Jev replies with a typed decision and a score "Why have superhuman chat models not led to AGI?" Diogo Almeida asked that, then spent two years in stealth on Jev, a model that hands back one option from a developer-defined list instead of text.
377 KB of flags in every page A teardown of chatgpt.com found the whole experiment state inlined per request: 556 gates, answered before React hydrates. The names are hashed numbers, so leakers can't read the roadmap.
Zed switched off pull requests on its own Delta repo, and 33 developers have since landed 570 changes to main without one. Delta's public beta is open, though Zed still leans on GitHub for Git storage and CI.