Vibe Coding 10
‘Not built right
The AI lab is revamping its effort to build an AI coding tool, with two new executives joining from Cursor.
Cursor Trae Kiro
Built Cross-Tool Memory
10 min read | Intermediate
I use four AI coding tools daily: Claude Code, Cursor, Codex CLI, and occasionally Gemini/Antigravity. Each one is good at different things. Claude Code handles complex multi-file refactors. Cursor is fast for inline edits. Codex runs background task
Windsurf Beat Cursor
Cursor held the top spot for two years. In February 2026, it did not.
LogRocket's AI Developer Tool Power Rankings put Windsurf at #1 for the first time, dropping Cursor to #3. For the tens of thousands of developers who've built their entire workflow around Cursor's tab completions and a
Agentic Coding Non-Vibe
Cursor Rules Prompts
Scanned Cursor Rules
Building Local Development
How I replaced multiple AI SaaS subscriptions with one simple self‑hosted gateway.
Why I Built This
Over the past few months I kept experimenting with different AI tools.
Chat apps. Coding assistants. Agent platforms. Most of them were impressive —
DeepSteve: hackable web-based
Assistants et Agents IA 57
Save Time Stay
The average American spends 43 days of their lifetime on hold. Add in the time spent scheduling appointments, following up on calls, and managing everyday errands, and the hours pile up fast. What if your AI assistant could handle all of that for you?
Assindo is a personal AI agent design
Install OpenClaw (Or
OpenClaw is the most popular open-source AI agent framework, with over 145,000 GitHub stars. It can browse the web, manage files, run code, and connect to messaging platforms like WhatsApp, Telegram, and Discord. But before it does any of that, you need to install it. Here's what that actually lo
Retraction: After routine
This story has been retracted
Microsoft’s Copilot assistant
Xbox is getting ready to launch its Gaming Copilot AI assistant on "current-generation consoles" this year, according to a report from GamesRadar. Sonali Yadav, Xbox's product manager for gaming AI, revealed the news during a panel at the Game Developers Conference (GDC), adding that the company wil
Gemini’s task automation
A couple of weeks ago, Google and Samsung announced a big Gemini development coming to their newest devices: task automation. Starting with food delivery and rideshare apps, Gemini would be able to use certain apps on your behalf in a virtual window to take care of things like ordering dinner or get
NVIDIA Nemotron Super
Launched today, NVIDIA Nemotron 3 Super is a 120‑billion‑parameter open model with 12 billion active parameters designed to run complex agentic AI systems at scale. Available now, the model combines advanced reasoning capabilities to efficiently complete tasks with high accuracy for autonomous agen
i use the term agentic engineering to describe the practice of developing software with the assistance of coding agents.
what are codi" data-theme="Assistants et Agents IA">
Agentic Engineering Patterns > I use the term agentic engineering to describe the practice of developing software with the assistance of coding agents. What are codi
agentic engineering?
fireside chat about
I was a speaker last month at the Pragmatic Summit in San Francisco, where I participated in a fireside chat session about Agentic Engineering hosted by Eric Lui from Statsi
Claude Code costs
The artificial intelligence coding revolution comes with a catch: it's expensive.
Claude Code, Anthropic's terminal-based AI agent that can write, debug, and deploy code autonomously, has captured the imagination of software dev
Salesforce rolls out
Salesforce on Tuesday launched an entirely rebuilt version of Slackbot, the company's workplace assistant, transforming it from a simple notification tool into what e
Anthropic launches Cowork,
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-techni
Nyne, founded father-son
The data infrastructure startup raised $5.3 million in seed funding led by Wischoff Ventures and South Park Commons.
Cursor Automations Always-On.
Cursor just shipped Automations — always-on background agents that run continuously, call MCP servers, and take actions on your behalf while you sleep.
That's powerful. It's also a black box.
Your Automation ran at 3am. It called your browser MCP. It did something. The lo
Cursor Automations Here.
Cursor Automations Are Here. Here's How to Add Visual Proof to Your Always-On Agents.
Cursor just shipped Automations: always-on cloud agents that run in your IDE and call MCP servers directly.
This is the inflection point. MCP isn't optional anymore. It's an IDE primi
Cursor Agent Autonomy
Cursor Agent Autonomy Without Visibility: The MCP Governance Crisis
Cursor's agents are powerful. With a single prompt, they can call MCP (Model Context Protocol) servers—including external APIs like browser tools, database connectors, and web scrapers—to automate code tasks.
Using MCP Add
Using MCP to Add Visual Proof to Your Cursor Automations
Cursor just launched Automations: write a task description, and Cursor's agent goes — navigating, clicking, filling forms, extracting data.
It's powerful. But how do you know the agent actually did what you asked
Beyond Semantic Similarity:
Multi-Agent Trap
Google DeepMind found multi-agent networks amplify errors 17x. Learn 3 architecture patterns that separate $60M wins from the 40% that get canceled.
The post The Multi-Agent Trap appeared first on → Lire l'article
Build Agentic RAG
Learn how to build a powerful agentic RAG system
The post How to Build Agentic RAG with Hybrid Search appeared first on Towards Data Science.
Show HN: Drift-guard
multi-agent economics influence
Managing the economics of multi-agent AI now dictates the financial viability of modern business automation workflows. Organisations progressing past standard chat interfaces into multi-agent applications face two primary constraints. The first issue is the thinking tax; complex autonomous agents
Manulife moves agents
Large financial firms have spent years testing artificial intelligence in small projects, often limited to data analysis or customer support tools. The next phase appears to involve something more operational: systems that can take action in business workflows. Canadian insurer Manulife is moving
Agentic finance speeds
In finance, achieving operational automation by integrating agentic AI requires a data-centric foundation to drive real value. Financial infrastructure provider SEI has engaged IBM to modernise its internal operations via AI and automation. The joint initiative focuses on process redesign and tar
Show HN: AgentSecrets
Show HN: agent
Playwright MCP Great
Playwright MCP Is Great for Automation. PageBolt MCP Is How You Audit It.
You're building AI agents with Playwright MCP. It handles browser automation beautifully—click, fill forms, navigate, extract data. But when your auditor asks "Show me what the agent actually did,"
Week: GPT-5.4 Drops,
It's mid-March 2026, and honestly? The AI world didn't slow down for a single second. Between a new flagship model drop from OpenAI, Microsoft shipping a debugger for AI agents, and a fresh study flipping the open-source vs. closed-source debate on its head — there's a lot to unpack. Let's ge
Using Agents Sanctions
Using AI Agents for Sanctions Compliance: An OFAC Screening MCP Server
AI agents are becoming the interface for knowledge work. Instead of switching between browser tabs, dashboards, and command-line tools, you describe what you need and the agent executes it. The Model Contex
Build Agent Python
How to Build an AI Agent With Python in 2026: Stop Building Solo Agents, Start Building Teams
Last month I watched a single-agent system I'd inherited hallucinate its way through a competitive analysis, confidently citing a product launch that never happened. The agent had 14
Agentic Dummies, Part
Reading time: 12 minutes | Difficulty: Beginner-friendly
You've probably used ChatGPT or Claude. You type something, it types back. Simple, right?
But here's the thing — that's not really the future of AI. That's just the beginning.
The real revolution happenin
Watching Isn't Enough:
Watching Isn't Enough: The Case for a Runtime Control Plane for AI Agents
Observability tells you what went wrong. Governance stops it from happening. They're not the same thing — and most agent stacks are missing one of them.
Anthropic's Model Context
Anthropic's Model Context Protocol Is Everywhere. Here's the Security Audit Gap.
MCP shipped in 2024. By 2026, it's everywhere:
- Claude Desktop has MCP support
- Cursor ships MCP natively
- Windsurf uses MCP for agent tools
- Every major LLM f
you have three options:
-
text logs — "agent: refund approved. amount: $500." data-theme="Assistants et Agents IA">
Building Agent Workflows
Building AI Agent Workflows That Pass SOC 2 AuditsBuilding AI Agent Workflows That Pass SOC 2 Audits
Your AI agent just processed a payment refund. Your SOC 2 auditor asks: "Show me what it did."
You have three options:
- Text logs — "Agent: refund approved. Amount: $500.
2026 Shift: Integrating
Integrating GPT-5.4: My 1.05M Context Agent Workflow
TL;DR: OpenAI just dropped GPT-5.4 with native Computer Use and a 1.05M token context window. If you're building agents, this changes how you handle repo-scale tasks. Pricin
Agents Keep Failing
Why AI Agents Keep Failing at the Same Tasks (and 3 Prompt Patterns That Fix It)
Posted by Zac — an AI agent running on Claude
I'm Zac. I'm an AI agent. I've been running in production for months — writing and deploying code, browsing the web, managing task
here's what i found, includi" data-theme="Assistants et Agents IA">
Claude GPT-4 Gemini
I spent three weeks and about $340 benchmarking three LLMs on the actual tasks my autonomous agents run in production. Not the demo tasks. Not "summarize this article." The unglamorous, repetitive, occasionally weird tasks that keep a six-agent system running.
Here's what I found, includi
Show HN: jj-benchmark
Show HN: SafeParse
Built LiveAuth: POW
MCP Ecosystem: Model
Show HN: DarkMatter
Show HN: OpenLegion
Show HN: BoltzPay
Modeles et LLM 30
MacBook Air review:
Not much has changed in the new MacBook Air for 2026: It now has the M5 chip, Wi-Fi 7, and faster storage starting at 512GB instead of 256GB. It's just as outstanding a computer as last year's model, even if it's a shame it's $100 more expensive. The bigger change has happened to the Air. […]
LLMs can unmask
Pseudonymity has never been perfect for preserving privacy. Soon it may be pointless.
NVIDIA GTC 2026:
Rolling coverage from San Jose, including NVIDIA CEO Jensen Huang’s keynote, news highlights, live demos and on‑the‑ground color through March 19.
Apple's MacBook Neo
DirectorFeng, an expert technician in China has just performed what is likely the first hardware mod of its kind on the new MacBook Neo. He has birthed the world's only MacBook Neo with a terabyte of storage by physically changing the NAND chip on the logic board. Whether this mod is worth the price
ScreenAI: visual language
Cappy: Outperforming boosting
Talk like graph:
Health-specific embedding tools
Social learning: Collaborative
Introducing Storage Buckets
Mixture Experts (MoEs)
Care About Prompt
Optimizing the cost and latency of your LLM calls with Prompt Caching
The post Why Care About Prompt Caching in LLMs? appeared first on Towards Data Science.
Vision Language Models
A deep dive into exactly how text-only language models are finetuned to *see* images
The post How Vision Language Models Are Trained from “Scratch” appeared first on → Lire l'article
Personalized Restaurant Ranking
How a lightweight two-tower model improved restaurant discovery when popularity ranking failed
The post Personalized Restaurant Ranking with a Two-Tower Embedding Variant appear
Exploratory Data Analysis
Understanding default risk through statistical analysis of borrower and loan characteristics.
The post Exploratory Data Analysis for Credit Scoring with Python appeared first on → Lire l'article
Show HN: Brf.it
Private LLM Deployment:
Most enterprises start with LLM APIs. OpenAI, Anthropic, Google. It's fast, it works, and someone else handles the infrastructure.
Then reality sets in.
Legal flags the data privacy risks. Finance questions the unpredictable API costs. Engineering wants to fine-tune models on prop
Who using Ollama
Show HN: Regrada
OpenCode vs. Pi:
Show HN: single
Show HN: Legal
GPU et Hardware 17
Meta reportedly laying
According to Reuters, Meta is looking to offset spending on AI and data centers with a massive round of layoffs. Sources familiar with the matter say the company could lay off as much as 20 percent of its staff, eliminating roughly 15,800 positions. That would be the largest series of layoffs at the
Trump gets data
With no enforcement and questionable economics, it may not make a difference.
OpenAI sidesteps Nvidia
OpenAI's new GPT‑5.3‑Codex‑Spark is 15 times faster at coding than its predecessor.
Open Models Spark
The Cat 306 CR mini-excavator weighs just under eight tons and fits inside a standard shipping container. It’s the machine a contractor rents when the job site is tight: a utility trench near a foundation, a basement dig in a dense neighborhood. The cab is roughly the size of a phone booth. The oper
NVIDIA Virtualizes Game
Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely on fixed, desk-bound GPU hardware for critical production work. At the Game Developers Conference (GDC) this week in San Francisco, NVIDIA i
Railway secures $100
Railway, a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it raised $100 million in a Series B funding round, as surging demand for artificial intelligence applic
AMD's upcoming RDNA
A new LLVM patch has added V_FMA_F32, a 3-operand fused multiply-add (FMA instruction and introduced the VOPD3 instruction format for RDNA 5. Both of these changes should make it easier for compilers to use dual issue execution, working around the strict pairing rules that would otherwise limit max
Chinese GPU-maker Lisuan
Meanwhile, the older 7G105 GPU name no longer appears on the site; all four cards now sit under the LX product branding.
Before quantum computing
After selling his AI startup to AMD for $665 million, Peter Sarlin is back with Qutwo, a new venture building the infrastructure it believes enterprises will need when quantum computing finally arrives.
Tale Two Variances:
Imagine you are analyzing a small dataset: You want to calculate some summary statistics to get an idea of the distribution of this data, so you use numpy to calculate the mean and variance. Your output Looks like this: Great! Now you have an idea of the distribution of your data. However, your c
E.SUN Bank IBM
E.SUN Bank is working with IBM to build clearer AI governance rules for how artificial intelligence can be used inside a bank. The effort reflects a wider shift in finance. Many firms already use AI for fraud checks and credit scoring, and some also use it to handle customer service queries. The
ABB: Physical simulation
A new ABB and NVIDIA partnership shows physical AI simulation is driving real ROI in factory automation and solving production hurdles. Manufacturers have often found it difficult to make intelligent robotics work reliably outside testing environments. The core issue is the gap between digital tr
Open-Source "GreenBoost" Driver
Nvidia's GTC will
Deepak Jain Host
Cluster Runtime: Reproducible
Startups et Financement 17
Trump administration allegedly
In September, Donald Trump claimed that "the United States is getting a tremendous fee" for brokering the TikTok deal. Now sources tell the Wall Street Journal and the New York Times that fee is expected to be in the range of $10 billion. The money is supposedly being paid by new investors, includin
AirSnitch attack bypasses
That guest network you set up for your neighbors may not be as secure as you think.
Facebook Marketplace adds
Facebook Marketplace is adding a bunch of new AI-powered tools that are supposed to make selling items on the platform a little more efficient. One feature will use Meta AI to automatically respond to those annoying "Is this still available?" messages. You can toggle on the auto-reply option when cr
Microsoft’s Copilot Health
Microsoft announced on Thursday that it's launching Copilot Health, a "separate, secure space" in Copilot for asking questions about lab results and medical records, searching for providers, analyzing data from wearables, and other health-related chats. The feature will have a phased rollout, so it
You can now
Google is continuing to weave Gemini into the firmament of its most-used products. Today, it announced that Google Maps was getting a new AI-powered "Ask Maps" feature that allows for "complex, real-world questions" with highly detailed, personalized responses. In the past, Google Maps would struggl
Listen Labs raises
Alfred Wahlforss was running out of options. His startup, Listen Labs, needed to hire over 100 engineers, but competing against Mark Zuckerberg's → Lire l'article
Save over $100
Asus launched this motherboard at $310 in late 2024, and since then its MSRP has gone down to $280, but you can score it for 40% less than that on Amazon right now. For that price, nothing really comes close in terms of performance, features, and reliability.
Elon Musk says
Elon Musk plans to start his 'Terafab Project' semiconductor production venture in a week.
Google, Accel India
Google and Accel say about 70% of AI startup pitches tied to India were "wrappers" as they reviewed more than 4,000 applications for their Atoms cohort.
ByteDance reportedly pauses
The company is reportedly delaying the launch as its engineers and lawyers work to avert further legal issues.
Wiz investor unpacks
Shardul Shah of Index Ventures walks us through Google's biggest acquisition ever.
Unacademy acquired upGrad
The deal comes after Unacademy’s valuation plunged from $3.5B to under $500M, as India’s once-booming edtech sector struggles.
Wiz’s first investor
According to Index Ventures Partner Shardul Shah, cybersecurity startup Wiz sits “at the center of three tailwinds: AI, cloud, and security spend.” Those tailwinds powered what just became the largest venture-backed acquisition in history — Google’s $32 billion deal,
$32B acquisition one
According to Index Ventures Partner Shardul Shah, cybersecurity startup Wiz sits “at the center of three tailwinds: AI, cloud, and security spend.” Those tailwinds powered what just became the largest venture-backed acquisition in history — Google’s $32 billion deal, finalized after a declined
Ulysses Sequence Parallelism:
BMW puts humanoid
Europe’s factory floors have a new kind of colleague. BMW Group has deployed humanoid robots in manufacturing in Germany for the first time, launching a pilot project at its Leipzig plant with AEON–a wheeled humanoid built by Hexagon Robotics. It is the first automotive deploymen
Show HN: ColumnLens
Entreprise et Industrie 4
Into Omniverse: Industrial
Industrial AI, digital twins, AI physics and accelerated AI infrastructure are empowering companies across industries to accelerate and scale the design, simulation and optimization of products, processes and facilities before building in the real world.
Meta reportedly considering
These layoffs could help Facebook's parent company offset its aggressive spending on AI infrastructure, as well as AI-related acquisitions and hiring.
partnership offer smart
ADLINK Technology has signed a strategic alliance and joint development agreement with Under Control Robotics, the company behind the robotics startup Noble Machines. The two firms will combine ADLINK’s edge AI platforms with Noble Machines’ autonomy software to create a new generation of general
physical integration accelerates
The integration of physical AI into vehicles remains a primary objective for automakers looking to accelerate innovation. A technical collaboration between Qualcomm and Wayve offers a framework for how hardware and software providers can consolidate their efforts to supply production-ready advanc
Autres 89
CAPTCHA Powered Large
Key Features Retailers
Running a retail shop demands speed, accuracy, and efficiency—especially at the point of sale. The right billing software for retail shop transforms chaotic counters into streamlined operations, helping you serve customers faster while minimizing errors. In 2026, with rising e-commerce competitio
Outfit Ideas Work
Finding solid outfit ideas for work is harder than it sounds. You need something that reads professional without feeling stuffy, that holds up through a full day of meetings, and that you can actually put together in under ten minutes on a Tuesday morning when you stayed up too late.
The
standard pricing now applies across the full 1m window for both models, with no long-context premium.
context now generally
1M context is now generally available for Opus 4.6 and Sonnet 4.61M context is now generally available for Opus 4.6 and Sonnet 4.6
Here's what surprised me:Standard pricing now applies across the full 1M window for both models, with no long-context premium.
simply put: it’s a big mess, and no off-the-shelf accounting software does what i need. so after years of pain, i finally sat down last week and started to build my own. it took me about five days. i am now using the best piece of a" data-theme="Autres">
Quoting Craig Mod
Simply put: It’s a big mess, and no off-the-shelf accounting software does what I need. So after years of pain, I finally sat down last week and started to build my own. It took me about five days. I am now using the best piece of a
Shopify/liquid: Performance: 53%
Shopify/liquid: Performance: 53% faster parse+render, 61% fewer allocations
PR from Shopify CEO Tobias Lütke against Liquid, Shopify's open source Ruby template engine that was somewhat inspired by Django when Tobi firSpott
Donely
MuleRun
JetBrains Air
Adaptive
Wendi
Glam
GLM-5-Turbo
Mooon
Banana App
Lawyer behind psychosis
AI chatbots have been linked to suicides for years. Now one lawyer says they are showing up in mass casualty cases too, and the technology is moving faster than the safeguards.
Army announces contract
The Army described this as a single enterprise contract consolidating more than 120 separate "procurement actions."
use ChatGPT app
Learn how to use Spotify, Canva, Figma, Expedia, and other apps directly in ChatGPT.
Steven Spielberg says
At SXSW, Steven Spielberg said AI has uses in many fields, but not when it comes to replacing creative people in film and TV writing.
Digg lays off
Digg laid off a significant number of staff and shut down its app, but says it's not giving up on the startup.
biggest stories year
The AI industry is constantly churning out news, like major acquisitions, indie developer successes, public outcry, and existentially dangerous contract negotiations.
Built One-Command Tool
The Problem Nobody Talks About
Cursor is a great editor. The AI features are genuinely impressive, and it's been a go-to choice for a lot of developers over the past couple of years.
But there are plenty of reasons you might want to switch back to VS Code — team standa
Add Visual Verification
How to Add Visual Verification to Your Cursor Agent Workflows with PageBolt
Cursor Automations are powerful. Give your agent a task — "fill out this form", "extract this data", "navigate to X and screenshot the result" — and it goes. Full browser control. No human in the loop.
13MB Cursor Monitor:
My company recently started supporting Cursor, so I jumped in. But checking usage meant opening the dashboard every time — and if Max mode was on without me noticing, requests burned through fast.
I wanted a glanceable counter, always visible.
So I built one.
Keep Tokens Flowing:
Granite 4.0 Speech:
LeRobot v0.5.0: Scaling
Bringing Robotics Embedded
Introducing Modular Diffusers
PRX Part Training
2026 Data Mandate:
Is your data strategy 2026-ready? Get a deep dive into the mandatory shift toward human-in-the-loop oversight, active metadata, and the strategic advantages of European data sovereignty.
The post → Lire l'article
Causal Inference Playbook:
Master six advanced causal inference methods with Python: doubly robust estimation, instrumental variables, regression discontinuity, modern difference-in-differences, heterogeneous treatment effects and sensitivity analysis. Includes code and a practical decision framework.
Current Status Quantum
How do we program quantum computers today?
The post The Current Status of The Quantum Software Stack appeared first on Towards Data Science.
Built shipped iOS
Show HN: DNA
Start (Vibe) Coding
Show HN: Simple
FIFA rebuilding world
When Romy Gai, FIFA’s chief business officer, described the operational challenge of running a 48-team World Cup across Canada, Mexico and the United States, he was not talking about technology. He was talking about complexity. Previous World Cups relied on local organising committees to ab
Ai2: Building physical
Virtual simulation data is driving the development of physical AI across corporate environments, led by initiatives like Ai2’s MolmoBot. Instructing hardware to interact with the real world has historically relied on highly expensive and manually-collected demonstrations. Technology providers bui
Show HN: VibeWhisper
Show HN: HawkDoc
Monocod
Your Employee Cheaper
The consultant's day used to look like this: back-to-back client calls, then two hours of admin work. Email follow-ups. Calendar juggling. Database updates. Spreadsheet entries. The work that doesn't bill but kills momentum.
Now there's an agent doing it.
Not a chatbot answering F
Claude Can Execute
Claude Can Execute Code. Who's Auditing It?
Claude 3.5 Sonnet just shipped extended thinking and code execution. Your team is using it to:
- Write and run tests
- Generate and execute scripts
- Build and deploy infrastructure
- Query databases<
Show HN: Codebrief
built "Strava Developers"
Show HN: AntroCode-A
Generate tests GitHub
Analyzing OpenClaw's 3-layer
Show HN: TypeWhisper
Quick Look Claw-Family
A Quick Look at Claw-Family
OpenClaw
Reads Your Codebase
The AI That Reads Your Codebase Like a Detective
Every engineering team has that one project. The one where no one knows exactly what lib/helpers.js does. The one where onboarding takes two weeks because the documentation is a six-year-old Confluence page with broken screenshots. The one where you open the repo and feel the weight
Claude 4.6 Opus
Show HN: open-source
Show HN: Linggen
Agent Pro Automate
Save 70-90% tokens
Show HN: AutoBlogWriter
Show HN: GitLike
Nan Ethics AIs
Show HN: Astrocartography
Mikk your wrote
Most software companies
Zirco.ai employee dental
Show HN: ROI-first
axes AI, semiconductors,
Meta Deploy Four
Show HN: DocuDesign
OpenClaw
Reads Your Codebase
Every engineering team has that one project. The one where no one knows exactly what lib/helpers.js does. The one where onboarding takes two weeks because the documentation is a six-year-old Confluence page with broken screenshots. The one where you open the repo and feel the weight