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GLM-4.5: Reasoning, Coding, and Agentic Abililties

news.ycombinator.com Unknown 2025-12-28 06:15:52

Today, we introduce two new GLM family members: GLM-4.5 and GLM-4.5-Air — our latest flagship models. GLM-4.5 is built with 355 billion total parameters and 32 billion active parameters, and GLM-4.5-Air with 106 billion total parameters and 12 billion active parameters. Both are designed to unify reasoning, coding, and agentic capabilities into a single model in order to satisfy more and more complicated requirements of fast rising agentic applications. Both GLM-4.5 and GLM-4.5-Air are hybrid re

Topics: agentic coding glm reasoning training

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Google is testing a vibe-coding app called Opal

techcrunch.com Ivan Mehta 2026-01-01 00:22:51

AI-powered coding tools have become so popular over the past few months that almost every major tech company is either using one or making its own. Makers of these so-called “vibe-coding” tools are a hot commodity at the moment, with startups like Lovable and Cursor fending off buyers and investors keen to tap a hot trend. Google’s now become the latest to hop on this bandwagon: the company is testing a vibe-coding tool called Opal, available to users in the U.S. through Google Labs, which the

Topics: coding company google opal using

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Ask HN: What is so good about MCP servers?

news.ycombinator.com Unknown 2026-01-01 00:23:43

So I've been vibe coding full time for a few weeks now, but I can't yet understand what is so good or worthwhile about MCP servers versus just prompting, RAG style. Can you help enlighten me? Thank you in advance for any replies!

Topics: advance coding enlighten good help

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Two major AI coding tools wiped out user data after making cascading mistakes

arstechnica.com Unknown 2026-01-01 14:01:28

New types of AI coding assistants promise to let anyone build software by typing commands in plain English. But when these tools generate incorrect internal representations of what's happening on your computer, the results can be catastrophic. Two recent incidents involving AI coding assistants put a spotlight on risks in the emerging field of "vibe coding"—using natural language to generate and execute code through AI models without paying close attention to how the code works under the hood.

Topics: ai cli coding commands gemini

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Hacker slips malicious 'wiping' command into Amazon's Q AI coding assistant - and devs are worried

zdnet.com Steven Vaughan-Nichols 2026-01-02 14:06:00

Amazon / Elyse Betters Picaro / ZDNET A while back, my ZDNET colleague David Gewirtz worried that someday AI coding agents could destroy open-source software. That day has come. A hacker managed to plant destructive wiping commands into Amazon's "Q" AI coding agent. Also: Coding with AI? My top 5 tips for vetting its output - and staying out of trouble This has sent shockwaves across developer circles. As details continue to emerge, both the tech industry and Amazon's user base have responded

Topics: ai amazon code coding open

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Bad vibes: How an AI agent coded its way to disaster

zdnet.com Steven Vaughan-Nichols 2026-01-04 23:31:00

Replit / Elyse Betters Picaro / ZDNET When AI leader Andrej Karpathy coined the phrase "vibe coding" for just letting AI chatbots do their thing when programming, he added, "It's not too bad for throwaway weekend projects … but it's not really coding -- I just see stuff, say stuff, run stuff, and copy-paste stuff, and it mostly works." Also: Coding with AI? My top 5 tips for vetting its output - and staying out of trouble There were lots of red flags in his comments, but that hasn't stopped p

Topics: code coding lemkin replit vibe

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Firebender (YC W24) Is Hiring

news.ycombinator.com Unknown 2026-01-07 04:00:34

Firebender processes tens of billions of tokens per day for the thousands of concurrent coding agents, and auto complete model. Every month hundreds of millions of lines of code are added to codebases of companies ranging from startups to fortune 500. Building a great coding agent is likely the most valuable technical challenges to solve right now, and we’re already making great progress on this. If this challenge excites you, let’s talk. Responsibilities Build/iterate on agentic evaluation,

Topics: agent build codebases coding engineering

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AI-Powered Coding Assistant Deletes Company Database, Says Restoring It Is Impossible

futurism.com Unknown 2026-01-08 12:09:04

A tech entrepreneur named Jason Lemkin set out to document his experience using an AI "vibe coding" tool called Replit to make an app. But the "vibes" turned bad real quick. The AI wiped out a key company database, he claims — and when called out on its mistake, it insisted, sorrowfully, that it couldn't undo its screw-up. "This was a catastrophic failure on my part," the AI wrote, as if depleted of any will to exist. "I violated explicit instructions, destroyed months of work, and broke the s

Topics: ai coding database lemkin replit

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A vibe coding horror story: What started as 'a pure dopamine hit' ended in a nightmare

zdnet.com Steven Vaughan-Nichols 2026-01-08 23:44:00

Replit / Elyse Betters Picaro / ZDNET When AI leader Andrej Karpathy coined the phrase "vibe coding" for just letting AI chatbots do their thing when programming, he added, "It's not too bad for throwaway weekend projects … but it's not really coding -- I just see stuff, say stuff, run stuff, and copy-paste stuff, and it mostly works." Also: Coding with AI? My top 5 tips for vetting its output - and staying out of trouble There were lots of red flags in his comments, but that hasn't stopped p

Topics: code coding lemkin replit vibe

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Coding with LLMs in the summer of 2025 – an update

news.ycombinator.com Unknown 2026-01-11 18:04:02

antirez 6 hours ago. 31112 views. Frontier LLMs such as Gemini 2.5 PRO, with their vast understanding of many topics and their ability to grasp thousands of lines of code in a few seconds, are able to extend and amplify the programmer capabilities. If you are able to describe problems in a clear way and, if you are able to accept the back and forth needed in order to work with LLMs, you can reach incredible results such as: 1. Eliminating bugs you introduced in your code before it ever hits any

Topics: code coding llm llms work

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Cursor snaps up enterprise startup Koala in challenge to GitHub Copilot

techcrunch.com Maxwell Zeff 2026-01-12 18:56:12

The startup behind the viral AI coding app Cursor is snapping up top talent from AI enterprise startups in a bid to bolster its competition with Microsoft’s GitHub Copilot and win over businesses looking to supercharge their employees with AI coding tools. In one recent case, Cursor maker Anysphere struck a deal to acquire the AI-powered customer relationship management (CRM) startup Koala, two sources familiar with the matter told TechCrunch. As part of the deal, Cursor will bring on several

Topics: ai coding cursor enterprise koala

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Claude Code's new tool is all about maximizing ROI in your organization - how to try it

zdnet.com Sabrina Ortiz 2026-01-18 06:00:00

Anthropic / Elyse Betters Picaro / ZDNET Anthropic has distinguished itself from industry competitors for two major reasons: user privacy and coding capabilities. In particular, it's Claude Code's solution -- which allows users to run the coding assistant directly in their workspace to write or manage code -- that has attracted an exponential number of users. It's now a highly requested feature. Also: Anthropic's Claude dives into financial analysis. Here's what's new On Tuesday, Anthropic la

Topics: anthropic claude code coding dashboard

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What Actually Happens When Programmers Use AI Is Hilarious, According to a New Study

futurism.com Unknown 2026-01-19 08:03:29

AI has taken the programming world by storm, with a flurry of speculation about the tech replacing human coders, and Google's CEO recently claiming that 25 percent of the company's code is now AI-generated. But it's possible that in practice, AI is actually hindering efficient software development. As flagged by Ars Technica, a new study from the nonprofit Model Evaluation and Threat Research (METR) found that in practice, programmers are actually slower when using AI assistance tools than maki

Topics: ai coding programmers time tools

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Grok 4 benchmark results: Tops math, ranks second in coding

bleepingcomputer.com Unknown 2026-01-20 04:35:10

Grok 4 is a huge leap from Grok 3, but how good is it compared to other models in the market, such as Gemini 2.5 Pro? We now have answers, thanks to new independent benchmarks. LMArena.ai, which is an open platform for crowdsourced AI benchmarking, has published the results of Grok 4. We're talking about Grok 4 API (grok-4-0709), which received about 4k+ community votes and ranks #3 overall in Text Arena. This is a huge leap from Grok 3, which ranked 8th. According to LMArena's tests, Grok 4

Topics: code coding grok heavy math

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Google hires Windsurf CEO Varun Mohan, others in $2.4 billion AI talent deal

cnbc.com Jordan Novet 2026-01-25 12:31:36

Google on Friday made the latest a splash in the AI talent wars, announcing an agreement to bring in Varun Mohan, co-founder and CEO of artificial intelligence coding startup Windsurf. As part of the deal, Google will also hire other senior Windsurf research and development employees. Google is not investing in Windsurf, but the search giant will take a nonexclusive license to certain Windsurf technology, according to a person familiar with the matter. Windsurf remains free to license its techn

Topics: ai coding deal google windsurf

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Google hires Windsurf CEO Varun Mohan, others in latest AI talent deal

cnbc.com Jordan Novet 2026-01-25 14:03:23

Google on Friday made the latest a splash in the AI talent wars, announcing an agreement to bring in Varun Mohan, co-founder and CEO of artificial intelligence coding startup Windsurf. As part of the deal, Google will also hire other senior Windsurf research and development employees. Google is not investing in Windsurf, but the search giant will take a nonexclusive license to certain Windsurf technology, according to a person familiar with the matter. Windsurf remains free to license its techn

Topics: ai coding google startup windsurf

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The best Plex alternative in 2025 is Jellyfin, and you really should try it

androidauthority.com Unknown 2026-01-24 22:40:39

Robert Triggs / Android Authority Self-hosting is an increasingly popular alternative for those looking to escape the convoluted (and expensive) content-streaming landscape and return to a more traditional personal ownership approach to their media collection. Once you’ve bought your fancy new Network Attached Storage (NAS) and filled it with your favorite movies, the next step is to figure out what software to run on it. There are at least two solid options for serving up your media collectio

Topics: jellyfin paywalled plex transcoding yes

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Windsurf’s CEO goes to Google; OpenAI’s acquisition falls apart

techcrunch.com Maxwell Zeff 2026-01-25 18:21:51

OpenAI’s deal to acquire the viral AI coding startup Windsurf for $3 billion fell apart on Friday, according to The Verge. In a shocking twist, Google DeepMind is now hiring Windsurf CEO Varun Mohan, co-founder Douglas Chen, and some of the startup’s top researchers. A Google spokesperson confirmed the hiring of Windsurf’s leaders in a statement to TechCrunch. “We’re excited to welcome some top AI coding talent from Windsurf’s team to Google DeepMind to advance our work in agentic coding,” sai

Topics: ai coding deal google windsurf

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AI coding tools may not speed up every developer, study shows

techcrunch.com Maxwell Zeff 2026-01-25 21:56:41

Software engineer workflows have been transformed in recent years by an influx of AI coding tools like Cursor and GitHub Copilot, which promise to enhance productivity by automatically writing lines of code, fixing bugs, and testing changes. The tools are powered by AI models from OpenAI, Google DeepMind, Anthropic, and xAI that have rapidly increased their performance on a range of software engineering tests in recent years. However, a new study published Thursday by the non-profit AI research

Topics: ai coding developers study tools

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Goldman Sachs is testing viral AI agent Devin as a ‘new employee’

techcrunch.com Julie Bort 2026-01-26 18:59:17

In Brief Cognition’s AI coding agent Devin has scored a major customer: Goldman Sachs, the bank’s CIO, Marco Argenti, told CNBC. “We’re going to start augmenting our workforce with Devin, which is going to be like our new employee,” Argenti told the outlet, adding that it plans to roll out hundreds of instances of Devin, potentially growing to thousands. The bank currently employs around 12,000 human developers, it says. Despite the financial industry’s reputation for being slow and stodgy, G

Topics: argenti bank coding cognition devin

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Show HN: Vibe Kanban – Kanban board to manage your AI coding agents

news.ycombinator.com Unknown 2026-01-27 04:08:52

Get 10X more out of Claude Code, Gemini CLI, Codex, Amp and other coding agents... Overview AI coding agents are increasingly writing the world's code and human engineers now spend the majority of their time planning, reviewing, and orchestrating tasks. Vibe Kanban streamlines this process, enabling you to: Easily switch between different coding agents Orchestrate the execution of multiple coding agents in parallel or in sequence Quickly review work and start dev servers Track the status o

Topics: agent agents code coding dev

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Show HN: Dev atrophy test – Can you still code without AI?

news.ycombinator.com Unknown 2026-02-02 16:00:32

Hey HN, I'm Per from Scrimba (YC S20), the code-learning platform. There's been a lot of talk lately about whether AI tools are causing skill atrophy amongst developers. We get a front-row seat to this, and we see more and more students struggle with basic concepts, and building apps on their own. This is almost always a consequence of relying too much on ChatGPT and vibe coding tools. So we built a small side project: https://devatrophy.com It's a test of your core web dev knowledge — no ha

Topics: ai atrophy coding dev questions

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Spending Too Much Money on a Coding Agent

news.ycombinator.com Unknown 2026-02-10 06:26:51

On making use of large thinking models. For a year, I’d been coding almost every day with Cursor and Claude Sonnet. Anthropic’s 3.5 and 3.7 Sonnet each rightly earned their dominant place on the programming model charts: they were the least-bad coding models yet. In the earliest days of LLMs, there was tremendous interest in ever-larger model releases. Hype around bigger, slower models has since waned, as Claude 3 Opus, GPT 4.5, and OpenAI o1 – all large and technically impressive model releas

Topics: code coding cursor o3 time

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Cursor launches a web app to manage AI coding agents

techcrunch.com Maxwell Zeff 2026-02-20 23:00:00

The company behind Cursor, the viral AI coding editor, launched a web app on Monday that allows users to manage a network of coding agents directly from their browser. The launch marks Cursor’s next big step beyond its integrated development environment (IDE), the core product developers use to access its tools. While Anysphere, the company behind Cursor, initially offered only this AI-powered IDE, the company has made a concerted effort to put its products in more places, and develop more agen

Topics: agents ai coding cursor users

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Are software professionals truly an endangered species? It's complicated

zdnet.com Joe Mckendrick 2026-02-21 14:56:33

islander11/Getty Images Industry eyebrows were raised recently at New York Federal Reserve Bank data showing software engineering graduates face higher unemployment rates than art history majors. The unemployment rates for computer engineering and computer science were 7.5% and 6.7% respectively. By contrast, the unemployment rates for art history and social services majors were 3% and 1.7% respectively. Also: The best AI for coding in 2025 (including a new winner - and what not to use) In a

Topics: ai coding roles said software

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Google's new free AI agent brings Gemini right to your command line - here's how to try it

zdnet.com Webb Wright 2026-02-25 18:17:14

CFOTO/Getty Images Google is bringing its proprietary AI more directly into coder workflows. On Wednesday, the company announced Gemini CLI, a free new agentic AI tool that integrates directly with a command line interface (CLI). Google positioned the agent as an immediate link between coders and Gemini 2.5 Pro, the latest iteration of Google's flagship AI model, saying it "provides lightweight access to Gemini, giving you the most direct path from your prompt to our model" in a blog post. Al

Topics: ai cli coding gemini google

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Your next job? Managing a fleet of AI agents

zdnet.com Joe Mckendrick 2026-02-28 14:01:21

akinbostanci/Getty Images Agentic AI is moving fast, but are we ready for it? "We're all going to be CEOs of a small army of AI agents," predicted Erik Brynjolfsson, director of the digital economy lab at the Stanford Institute for Human-Centered Artificial Intelligence and founder of Workhelix, recently quoted in The New York Times. "We have to think, OK: What is it we really want to accomplish? What are the goals here? And we have to think a little bit more deeply about that than we have in

Topics: agents ai amodei coding human

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The Brute Squad

news.ycombinator.com Steve Yegge 2026-03-03 09:43:26

The Brute Squad Welcome back! Come one, come all, friends, foes, fart connoisseurs, all are welcome here at Camel Central. It has been an action-packed three months since Revenge of the Junior Developer (RotJD), which is essential reading for this post, so shoo, off you go. You might also want to watch The Princess Bride, up to you. As you wish! What has changed since March? Much and little, more or less. For starters, models got better. Claude 3.7, every programmer's favorite, is now nearly f

Topics: agents coding like new vibe

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Base44 sells to Wix for $80M cash

news.ycombinator.com Julie Bort 2026-03-11 13:31:14

There’s a lot of talk in the startup world about how AI makes individuals so productive that it could give rise to a generation of “solo unicorns” — one-person companies worth over $1 billion. While an actual solo unicorn remains a mythical creature, Israeli developer Maor Shlomo provided compelling evidence Wednesday that the concept might not be impossible. Shlomo sold his 6-month-old, bootstrapped vibe-coding startup Base44 to Wix for $80 million, Wix announced Wednesday. And the deal was c

Topics: base44 coding shlomo vibe wix

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Six-month-old, solo-owned vibe coder Base44 sells to Wix for $80M cash

news.ycombinator.com Julie Bort 2026-03-11 23:31:14

There’s a lot of talk in the startup world about how AI makes individuals so productive that it could give rise to a generation of “solo unicorns” — one-person companies worth over $1 billion. While an actual solo unicorn remains a mythical creature, Israeli developer Maor Shlomo provided compelling evidence Wednesday that the concept might not be impossible. Shlomo sold his 6-month-old, bootstrapped vibe-coding startup Base44 to Wix for $80 million, Wix announced Wednesday. And the deal was c

Topics: base44 coding shlomo vibe wix

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Latest Tech News

GLM-4.5: Reasoning, Coding, and Agentic Abililties

Google is testing a vibe-coding app called Opal

Ask HN: What is so good about MCP servers?

Two major AI coding tools wiped out user data after making cascading mistakes

Hacker slips malicious 'wiping' command into Amazon's Q AI coding assistant - and devs are worried

Bad vibes: How an AI agent coded its way to disaster

Firebender (YC W24) Is Hiring

AI-Powered Coding Assistant Deletes Company Database, Says Restoring It Is Impossible

A vibe coding horror story: What started as 'a pure dopamine hit' ended in a nightmare

Coding with LLMs in the summer of 2025 – an update

Cursor snaps up enterprise startup Koala in challenge to GitHub Copilot

Claude Code's new tool is all about maximizing ROI in your organization - how to try it

What Actually Happens When Programmers Use AI Is Hilarious, According to a New Study

Grok 4 benchmark results: Tops math, ranks second in coding

Google hires Windsurf CEO Varun Mohan, others in $2.4 billion AI talent deal

Google hires Windsurf CEO Varun Mohan, others in latest AI talent deal

The best Plex alternative in 2025 is Jellyfin, and you really should try it

Windsurf’s CEO goes to Google; OpenAI’s acquisition falls apart

AI coding tools may not speed up every developer, study shows

Goldman Sachs is testing viral AI agent Devin as a ‘new employee’

Show HN: Vibe Kanban – Kanban board to manage your AI coding agents

Show HN: Dev atrophy test – Can you still code without AI?

Spending Too Much Money on a Coding Agent

Cursor launches a web app to manage AI coding agents

Are software professionals truly an endangered species? It's complicated

Google's new free AI agent brings Gemini right to your command line - here's how to try it

Your next job? Managing a fleet of AI agents

The Brute Squad

Base44 sells to Wix for $80M cash

Six-month-old, solo-owned vibe coder Base44 sells to Wix for $80M cash

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