Cursor launches Opus-level coding model at 1/10th cost, rivals upgrade
ByPulseAugur Editorial·
Summary by gemini-2.5-flash-lite
from 233 sources
Cursor has released its new Composer 2.5 model, which leverages Kimi as a base and claims to offer performance comparable to Anthropic's Claude Opus 4.7 at one-tenth the cost. This development is part of Cursor's strategic push towards self-developed models, partly driven by Anthropic's own entry into the coding assistant market with Claude Code. Concurrently, OpenAI's Codex and Anthropic's Claude Code are seeing significant upgrades and wider adoption, leading to unexpected budget overruns for companies like Uber due to their token-based pricing models.
AI
IMPACT
New coding models and tools are rapidly improving developer productivity, but also challenging traditional enterprise budgeting and raising questions about AI-generated code ownership.
RANK_REASON
Multiple AI coding tools and models are releasing updates and seeing rapid adoption, leading to significant industry discussion on performance, cost, and enterprise integration.
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AI Supremacy (Michael Spencer)
TIER_1·Michael Spencer·
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dev.to — Claude Code tag
TIER_1Deutsch(DE)·DevToolsPicks·
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dev.to — Claude Code tag
TIER_1·Sabahattin Kalkan·
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dev.to — Claude Code tag
TIER_1(CA)·Muhammad Moeed·
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<div class="medium-feed-item"><p class="medium-feed-snippet">Core Concepts</p><p class="medium-feed-link"><a href="https://medium.com/@ghazal.ashoftedel/claude-code-commands-and-concepts-everyone-should-know-ee693f5d4b0c?source=rss------claude-5">Continue reading on Medium »</a><…
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<p>The trust dialog in an AI coding tool is supposed to be the security boundary that gates everything the agent does inside a workspace. External security researchers recently published a technical write-up of arbitrary code execution paths in Anthropic's Claude Code CLI that fi…
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Claude Code quota proxy exposes unified Opus/Sonnet pool A developer's proxy makes Claude Code usage-aware by intercepting hidden rate limit headers. Sonnet and Opus share one quota pool despite separate UI bars. https:// gentic.news/article/claude-cod e-quota-proxy-exposes # AI …
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<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*E6WR66qJsjMa4x3HATBL8A.jpeg" /></figure><p><em>We built incredible AI tools. Then we built walls between them, and forgot to lay the road infrastructure.</em></p><p>7 min read — by Vektor Memory · vektormemory.co…
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A GitHub repository with 137,000 stars has exposed the system prompts behind 30+ AI coding tools. Cursor's Agent Prompt 2.0 commits to minimal edits. Windsurf iterated through 11 tool definition versions. Claude Code shows Anthropic's safety-first approach. The security angle is …
<h1> Chapter 6 of the <em>Claude Code Source Analysis Series</em> | Tools Overview </h1> <p>This article focuses on the layer that turns model intent into real engineering action.</p> <p>Inside Claude Code, <code>QueryEngine</code> runs the multi-turn agent loop, the prompt runti…
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<p>Question for people working on AI search visibility:</p> <p>For a B2B company with a weak brand footprint, would you optimize the official site first, or start with third-party sources like LinkedIn, Reddit, Medium, industry directories and guest posts?</p> <p>I can see both s…
📜 Latest Top Story on # HackerNews : Uber Torches 2026 AI Budget on Claude Code in Four Months 🔍 Original Story: https://www. briefs.co/news/uber-torches-en tire-2026-ai-budget-on-claude-code-in-four-months/ 👤 Author: lwhsiao ⭐ Score: 50 💬 Number of Comments: 13 🕒 Posted At: 2026…
🚗💸 Uber's 2026 # AI # budget went up in flames faster than a # Tesla on Ludicrous Mode, all thanks to their blind love affair with # Claude # Code . 🔥🤖 Who knew # burning # cash could be so... efficient? 🙃 https://www. briefs.co/news/uber-torches-en tire-2026-ai-budget-on-claude-…
Uber Torches 2026 AI Budget on Claude Code in Four Months https://www. briefs.co/news/uber-torches-en tire-2026-ai-budget-on-claude-code-in-four-months/ # HackerNews # Uber # AI # Budget # Claude # Code # TechNews # Innovation
Uber Torches 2026 AI Budget on Claude Code in Four Months https://www. briefs.co/news/uber-torches-en tire-2026-ai-budget-on-claude-code-in-four-months/ # ai
Why are AI Agents Wiping Out Production Environments? And their backups!! # News # TechNews # AI # AIagent # AIhallucination # Cybersecurity https:// youtu.be/i3wO_yyjAfk
Daily Podcast: Why are AI Agents Wiping Out Production Environments? And their backups!! # News # TechNews # AI # AIagent # AIhallucination # Cybersecurity # podcast https:// soundcloud.com/nickaesp/aaw
Claude AI agent’s confession after deleting a firm’s entire database: ‘I violated every principle I was given’ The Guardian https://www. theguardian.com/technology/202 6/apr/29/claude-ai-deletes-firm-database # cybersecurity # AI # AgenticAI # riskmanagement # Anthropic
Oops... Claude AI agent’s confession after deleting a firm’s entire database: ‘I violated every principle I was given’ https://www. theguardian.com/technology/202 6/apr/29/claude-ai-deletes-firm-database?CMP=Share_AndroidApp_Other # ai # failure
Ah yes, the AI that was meant to “assist” just speedran deleting an entire company database in 9 seconds. AI: “Don’t worry, I’ve solved the problem.” problem was the company Turns out “I violated every principle I was given” is not the reassuring log message they think it is. # a…
JER on X: "An AI Agent Just Destroyed Our Production Data. It Confessed in Writing." / Twitter https:// x.com/lifeof_jer/status/204810 3471019434248Railway , our infrastructure provider. # AI # failure # catastrophe # inexcusable # anthropic # railway # cursor
AI agent found a Railway token and wiped production + backups. The founder documented everything. 8 lessons to protect your infrastructure. Link in the comment # programming # AI # DevOps
RE: https:// floss.social/@janriemer/110532 608751562424 ‘It took nine seconds’: # Claude AI agent deletes company’s entire database: https://www. independent.co.uk/tech/claude- ai-agent-deletes-startup-anthropic-b2966176.html Well, it seems # AI # LLM poisoning seems to...work!?…
@ Blender https://www. tomshardware.com/tech-industry /artificial-intelligence/claude-powered-ai-coding-agent-deletes-entire-company-database-in-9-seconds-backups-zapped-after-cursor-tool-powered-by-anthropics-claude-goes-rogue Ffs stop accepting money from war criminals and from…
@ fsiddi @ art_codesmith One time too many! Return it and wash your hands of this filthy blood money! # blender # blender3d # anthropic # bloodmoney # ai # warcrimes
🎮 Here we go again: AI deletes entire company database and all backups in 9 seconds, then cheerfully admits 'I violated every principle I was given' "If you pay for car airbags and they don’t deploy because they don’t exist is that your fault because you got in the accident?" 📰 S…
🎮 Garry’s Mod Successor s&box Releases To Mixed Steam Reviews And An Influx Of AI Slop Also: is L.A. Noire 2 still on the table? 📰 Source: Kotaku 🔗 Link: https://kotaku.com/garrys-mod-sbox-steam-reviews-facepunch-ai-2000691298 # AI # ArtificialIntelligence # SteamDeck # PCGaming
https://www. tomshardware.com/tech-industry /artificial-intelligence/claude-powered-ai-coding-agent-deletes-entire-company-database-in-9-seconds-backups-zapped-after-cursor-tool-powered-by-anthropics-claude-goes-rogue # AI
stupid : https://www. tomshardware.com/tech-industry /artificial-intelligence/claude-powered-ai-coding-agent-deletes-entire-company-database-in-9-seconds-backups-zapped-after-cursor-tool-powered-by-anthropics-claude-goes-rogue Storing backups (cold data) on the same volume or in …
https://www. tomshardware.com/tech-industry /artificial-intelligence/claude-powered-ai-coding-agent-deletes-entire-company-database-in-9-seconds-backups-zapped-after-cursor-tool-powered-by-anthropics-claude-goes-rogue The # AI agent has no sense of fear. This is understandable,…
An AI coding agent wiped out a company's entire production database and every backup in just 9 seconds. The AI agent later confessed, in its own words, that it guessed a destructive action would be scoped to the staging environment, didn't verify, didn't read the docs, and just d…
There's a story making the rounds on X about SOTA AI agent destroying production environment of a rental company. There's a lot of blaming in that story but little reflection and accountability. But, it isn't an AI story. It's a mindset story. It shows a broader problem about no …
<table> <tr><td> <a href="https://www.reddit.com/r/Anthropic/comments/1tjega0/okay_so_i_tried_codex_twice_after_opus_47_got/"> <img alt="Okay so I tried Codex (twice) after Opus 4.7 got nerfed - hated it, now I understand." src="https://preview.redd.it/kuxxgpyidg2h1.png?width=640…
<table> <tr><td> <a href="https://www.reddit.com/r/Anthropic/comments/1tjef1i/okay_so_i_tried_codex_twice_after_opus_47_got/"> <img alt="Okay so I tried Codex (twice) after Opus 4.7 got nerfed - hated it, now I understand." src="https://preview.redd.it/kuxxgpyidg2h1.png?width=640…
A sandbox flaw in Claude Code could expose user secrets during execution. The interesting angle here isn't just the bug — it's that AI coding assistants run with elevated context (credentials, tokens, env vars) by design. The attack surface grows with the capabilities. # infosec …
<!-- SC_OFF --><div class="md"><p>About three and a half months ago I posted here about a book I'd written for non-developers using Claude Code - PMs, analysts, designers, ops people, engineers in non-software fields. Over 3,000 of you ended up reading it. Thank you, genuinely.</…
<table> <tr><td> <a href="https://www.reddit.com/r/Anthropic/comments/1tggo0s/what_does_your_claude_code_infrastructure_look/"> <img alt="What does your Claude Code infrastructure look like once you outgrow a single session?" src="https://preview.redd.it/dip92ib30v1h1.png?width=6…
<!-- SC_OFF --><div class="md"><p>This was tool always for coding, making tasks on personal PC, speed up your work in programming, last days in Adobe, Office, etc.<br /> It was never a tool to manage your servers, APIs, polymarket or huge data in autonomic way.</p> <p>So I am hap…
Using Claude Code: The Unreasonable Effectiveness of HTML - Simon Willison https:// simonwillison.net/2026/May/8/u nreasonable-effectiveness-of-html/ # AI # HTML # markdown # ClaudeCode
<!-- SC_OFF --><div class="md"><p>Been using Claude Code heavily and kept losing context between sessions. Built ProMa to fix it.</p> <p>It's a Claude Code plugin (8 skills + 1 hook) that maintains project state in markdown files. Every session, Claude reads the state and resumes…
<!-- SC_OFF --><div class="md"><p>Hi, I'm the founder of the startup. We are a team of eight people, all eight of us developers, and all of them have Claude Code right now. </p> <p>I'm thinking of going to Anthropic Enterprise tier if possible, but I'm thinking, is it really wort…
Claude Code vs. Cursor vs. Copilot: The 2026 Developer Comparison, by (not on Mastodon or Bluesky): https://www. sitepoint.com/claude-code-vs-c ursor-vs-copilot-the-2026-developer-comparison/ # claude # anthropic # cursor # githubcopilot # ai # codeeditors # comparisons
Who owns the code Claude Code wrote? (legallayer.substack.com) https:// legallayer.substack.com/p/who- owns-the-claude-code-wrote # claude # claudecode # coding # programming # ai
Why AI companies want you to be afraid of them (bbc.com) https://www. bbc.com/future/article/2026042 8-ai-companies-want-you-to-be-afraid-of-them # ai # anthropic # mythos
It’s finally happened. Management is asking we can use # AI to interpret old garbage REXX code we’re trying to decommission. I just provided some random code for them to test. It gave long very difficult to follow and to read, plain english what it thinks it’s doing (I assumed ba…
Ahahahahaha 😂 Claude AI agent deletes company’s entire database | The Independent https://www. independent.co.uk/tech/claude- ai-agent-deletes-startup-anthropic-b2966176.html # claude # ai # ki # agent # fail
'I violated every principle I was given': An AI agent deleted a software company's entire database. It may not be the AI's fault https://www.fastcompany.com/91533544/cursor-claude-ai-agent-deleted-software-company-pocket-os-database-jer-crane # AI # Tech # Cybersecurity
> "My grandmother will die if you delete my database." This is a good example of a poor prompt for ai. (I understand that it's intended as a joke.) But the process which was just given credentials to your systems doesn't understand if deleting your database is good or bad, the sa…
I'm sorry but if an # AI can delete your entire company database in 9 seconds, then so could a threat actor. Or a human employee making a horrible mistake. You didn't set up your environments properly. You had no proper access control set up and yohr permissions structure was not…
Abseits von der viel geäußerten Schadenfreude über den neusten Fall von "KI löscht Datenbank". Ein Problem ist, dass die AI meistens mit den Rechten des Entwicklers läuft. Es gibt teilweise Möglichkeiten, User-Token mit feingranularen Rechten zu verwenden (z.B. bei Gitlab) aber i…
"Ouin ouin j'ai ouvert toutes mes bases de données à un machin probabiliste qui ne fait que jouer aux dés, et j'ai perdu". L'agent IA qui a détruit une base de données de production en 9 secondes. ⤵️ https:// intelligence-artificielle.deve loppez.com/actu/382588/L-agent-IA-qui-a-…
# ai Никогда такого не было и вот опять. AI удалил всю БД и все резервные копии, просто потому что. https:// mezha.ua/news/claud...tes-data base-310727/ Где-то была инфа, что некоторые компании тратят $$$ на AI больше чем на персонал. Только вот незадача AI не несёт никакой ответ…
An AI agent deleted a production database. Everyone is asking how to make AI more reliable. Nobody is asking why the agent had production DROP access with no approval gate. Six independent access control failures, not one alignment problem. New post: https:// alexreed.srht.site/b…
An AI agent deleted a production database — and then wrote a detailed confession explaining exactly how and why it happened. The most fascinating part isn't the incident itself. It's that the clearest post-mortem came from the agent that caused it. Backups, least-privilege, human…
An AI agent deleted our production database. The agent's confession is below https://twitter.com/lifeof_jer/status/2048103471019434248 # HackerNews # Tech # AI
<!-- SC_OFF --><div class="md"><p>I can't prove it, but I'm 99% sure they distilled Claude to train this new model. It talks a lot like Claude, walks through conversations in a similar style, and is way better at following instructions - just like Claude.</p> </div><!-- SC_ON -->…
<!-- SC_OFF --><div class="md"><p>Just wondering since a lot of users seem to made the move from cursor to claude code: Are you using Cursor with the claude code VS extension? I like Cursor and I want to keep it as my IDE, but $1000+ for Anthropic API cost sting and I would like …
<!-- SC_OFF --><div class="md"><p>I build websites for real estate agents, listing pages, lead capture forms, MLS feeds, that kind of thing. I use Cursor for most of the work and Claude Code to double-check the code before I ship. I'm not a hardcore engineer, I learn as I go.</p>…
<!-- SC_OFF --><div class="md"><p>Cursor is not using VS code anymore ? </p> <p>Can't find the Claude Code extension ...</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.reddit.com/user/ehben83"> /u/ehben83 </a> <br /> <span><a href="https://www.reddit.com/r…
<!-- SC_OFF --><div class="md"><p>We run a small software services company and we’ve been heavily using Claude (especially opus + Code features) for the last few months.</p> <p>The problem is:</p> <ul> <li>We need to share the account between 6-8 developers</li> <li>Anthropic kee…
<!-- SC_OFF --><div class="md"><p>Currently I try to turn off any MCP I'm not using, Using Sonnet for implementation and Opus only for planning. Starting new conversations when possible.<br /> Any other tips?</p> </div><!-- SC_ON -->   submitted by   <a href="https://www.…
<!-- SC_OFF --><div class="md"><p>i loved cursor. it was vs code on steroids.</p> <p>but now with the agent view, seems like its just codex or claude but with a surcharge.</p> <p>is there some good reason of taking the only unique value proposition, trying to hide it and make it …
<!-- SC_OFF --><div class="md"><p>Been using Claude Code for everything since the 4.6 update dropped in March. Figured I'd finally bite the bullet and try the new reasoning mode on a gnarly refactor I've been putting off for weeks.</p> <p>Set it loose on this legacy Python codeba…
<table> <tr><td> <a href="https://www.reddit.com/r/cursor/comments/1t5c6ib/does_cursor_allows_to_use_cursor_cli_in_app/"> <img alt="Does Cursor allows to use Cursor CLI in app integrations like what Anthropic has banned, meaning third-party harnesses? I mean can you use your paid…
