Vibe Coding 4
React piège votre
Every AI coding assistant was trained on React 18 patterns. When you're building with React 19 + Next.js 15, the AI generates code that compiles perfectly but fails at runtime or behaves unexpectedly. Here are the 4 most common React 19 traps I've documented, with .mdc rules to prevent each one. 1. useFormStatus() returns { pending: false } forever The trap: The AI places useFormStatus() in the sa
Pourquoi vos règles
The most frustrating thing about Cursor rules You write a rule. You are confident it is correct. You open a chat. The AI ignores it completely and generates the exact pattern you told it not to. No error. No warning. Just silence. This happens to almost every developer who adopts .mdc rules, and it almost always comes down to four root causes. Cause 1: Malformed YAML frontmatter (the silent killer
curseur est-il sûr
so I've been building ShipSafe — security scanner for AI-generated code — and a few weeks ago I got curious. like, actually curious. not "I wonder if AI code has bugs" curious, more like "how bad is it really and am I just being paranoid" curious. I grabbed 100 Cursor-built repos off GitHub. not tutorials, not demo apps. real production stuff — SaaS tools, internal dashboards, a couple e-commerce
DĂ©veloppement d'extensions Chrome
The Problem Building a Chrome extension that modifies a third-party web app is a unique challenge. The DOM structure is opaque, class names are minified and change between deployments, and there's no official API to hook into. Traditional extension development looks like this: Inspect the DOM manually in DevTools Write selectors and content scripts Reload the extension Check if it works Repeat Thi
Assistants et Agents IA 25
Newsletter mars 2026
I just sent the March edition of my sponsors-only monthly newsletter . If you are a sponsor (or if you start a sponsorship now) you can access it here . In this month's newsletter: More agentic engineering patterns Streaming experts with MoE models on a Mac Model releases in March Vibe porting Supply chain attacks against PyPI and NPM Stuff I shipped What I'm using, March 2026 edition And a couple
dernière mise jour
Google is launching another update to its Home app, which is supposed to make controlling your smart home with its Gemini AI assistant "more natural and reliable," according to this week's release notes. With the update, you can describe the type of lighting you want, such as "the color of the ocean," and Gemini will […]
L'IA peut appuyer
If you're tired of controlling Stream Deck devices by manually pushing buttons, then good news: Elgato will now let you delegate that task to a chatbot instead. The Stream Deck 7.4 software update released today introduces Model Context Protocol (MCP) support, allowing AI assistants like Claude, ChatGPT, and Nvidia G-Assist to find and activate Stream […]
liste contrôle préparation
The remote MCP question has changed. A few months ago, the conversation was mostly: can I get this tool working from my agent? Now the real production question is different: What can this server touch, whose credentials does it act with, and how do you contain the blast radius when prompts go bad? That shift matters. Because a remote MCP server that "works" in a demo can still be completely unfit
Claude Code coûte
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 developers worldwide. But its pricing — ranging from $20 to $200 per month depending on usage — has sparked a growing rebellion among the very programmers it aims to serve. N
Salesforce déploie nouvel
Salesforce on Tuesday launched an entirely rebuilt version of Slackbot , the company's workplace assistant, transforming it from a simple notification tool into what executives describe as a fully powered AI agent capable of searching enterprise data, drafting documents, and taking action on behalf of employees. The new Slackbot, now generally available to Business+ and Enterprise+ customers, is S
Anthropic lance Cowork,
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire feature in approximately a week and a half, largely using Claude Code itself. The launch marks a major inflection point in the race to deliver practical AI agents to mainstream users, po
Construire agent d'IA
I’ve been so surprised by how fast individual builders can now ship real and useful prototypes. Tools like Claude Code, Google AntiGravity, and the growing ecosystem around them have crossed a threshold: you can inspect what others are building online and realize just how fast you can build today. Over the past weeks, I’ve started […] The post Building a Personal AI Agent in a couple of Hours appe
Top passerelles MCP
If you are building agentic workflows where multiple LLM agents need to share tools and context, you have probably hit this wall already: tool definitions bloat your context window, routing logic gets hardcoded, and there is no clean way to control which agent gets access to what. Model Context Protocol (MCP) solves the standardization problem. But MCP alone does not solve routing, governance, or
Libérer l'IA autonome
Forget static chatbots; the future of enterprise AI involves self-directing, problem-solving agents ready to revolutionize how we work. The Shift from Generative AI to Autonomous Agents Remember when generative AI felt like magic? Crafting eloquent emails, drafting code snippets, or generating stunning images with a simple prompt – it was an undeniable leap forward. But what if AI could do more th
Afficher Golf Scanner
que l'architecture divulguée
Claude Code Source Code Leak: What Developers Found Inside By Shekhar — Founder, AgenticMarket . Written March 31, 2026, the day of the leak. I spent several hours reading the source today, so this is based on direct analysis rather than secondhand coverage. What happened: Anthropic accidentally shipped the full source code of Claude Code in an npm package. A debugging artifact called a source map
Boîte outils NVIDIA
I spent two hours trying to debug why my AI agent container couldn’t find the GPU. The error was cryptic, just a "device not found" in the logs, and I had no idea why. I had installed the NVIDIA Container Toolkit, configured containerd, and even tried running the container with --gpus all — nothing worked. What I expected was for the container to launch with full GPU access, as I had done this bef
Nous avons scanné
We Scanned 12 Popular MCP Servers — Every Single One Had Security Findings Date: April 2026 Tool: agent-audit v0.2.1 Method: Static analysis of source code from publicly available MCP server repositories MCP (Model Context Protocol) is growing fast. Thousands of servers are being built to give AI agents access to databases, filesystems, shell commands, and external APIs. But nobody's been systemat
Empowering Agents Enrich
CONTENT: The Hallucination Problem : Large Language Models (LLMs) are inherently probabilistic and often generate plausible but incorrect responses, known as "hallucinations," when they lack specific information. This can be problematic in scenarios where precise and accurate data extraction is required, such as parsing a string of messy contact information into structured components. Integrating
J'ai dépensé 922
Let me just say the number out loud so it lands properly: $11,922. Not over a year. Not a team of 20 devs. Me. Less than four weeks. One person. Building stuff across 6 projects simultaneously with parallel AI agents running in Cursor. I have the billing screenshots. They're real. And they were a wake-up call. This isn't a balanced "here are pros and cons" comparison piece. This is a post-mortem o
KiloClaw cible l'IA
With the launch of KiloClaw, enterprises now have a tool to enforce governance over autonomous agents and manage shadow AI. While businesses spent the last year securing large language models and formalising vendor agreements, developers and knowledge workers started moving on their own. Employees are bypassing official procurement, deploying autonomous agents on personal infrastructure to […] The
KPMG l'intérieur playbook
Global AI investment is accelerating, yet KPMG data shows the gap between enterprise AI spend and measurable business value is widening fast. The headline figure from KPMG’s first quarterly Global AI Pulse survey is blunt: despite global organisations planning to spend a weighted average of $186 million on AI over the next 12 months, only […] The post KPMG: Inside the AI agent playbook driving ent
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Modeles et LLM 34
législateurs new-yorkais veulent
La gouverneure Kathy Hochul et d'autres législateurs de l'État de New York veulent que les sociétés d'impression 3D bloquent l'impression des composants utilisés pour créer des « fusils fantômes » - des armes à feu sans numéros de série qui peuvent être imprimées en privé, évitant facilement une vérification des antécédents. Lors d'une conférence de presse mardi, le procureur du district de Manhattan, Alvin Bragg, a déclaré que deux sociétés d'impression 3D avaient volontairement […]
Gemma octet pour
Gemma 4: Byte for byte, the most capable open models Four new vision-capable Apache 2.0 licensed reasoning LLMs from Google DeepMind, sized at 2B, 4B, 31B, plus a 26B-A4B Mixture-of-Experts. Google emphasize "unprecedented level of intelligence-per-parameter", providing yet more evidence that creating small useful models is one of the hottest areas of research right now. They actually label the tw
llm-gemini 0.30
Release: llm-gemini 0.30 New models gemini-3.1-flash-lite-preview , gemma-4-26b-a4b-it and gemma-4-31b-it . See my notes on Gemma 4 . Tags: gemini , llm , gemma
datasette-llm 0.1a6
Release: datasette-llm 0.1a6 The same model ID no longer needs to be repeated in both the default model and allowed models lists - setting it as a default model automatically adds it to the allowed models list. #6 Improved documentation for Python API usage . Tags: llm , datasette
RTX Spark NVIDIA
Open models are driving a new wave of on-device AI, extending innovation beyond the cloud to everyday devices. As these models advance, their value increasingly depends on access to local, real-time context that can turn meaningful insights into action. Designed for this shift, Google’s latest additions to the Gemma 4 family introduce a class of small, fast and omni-capable models built for effici
Appuyez sur DĂ©marrer
No joke — GFN Thursday is skipping the tricks and heading straight into the games. April kicks off with ten new titles, bringing fresh adventures to GeForce NOW, including the launch of Capcom’s highly anticipated PRAGMATA. A dozen new games are available to stream this week, including Arknights: Endfield, which expands the acclaimed series into a full […]
Claude Code Curseur
Claude Code vs Cursor 3: which one actually ships your code faster? Cursor 3 just dropped. The HN thread is 300+ comments. Developers are picking sides. I've been running both in production for months. Here's the honest comparison — not marketing copy, not benchmarks, actual workflow differences. The fundamental difference Cursor 3 : Editor-first. You stay in VS Code, the AI assists you. Claude Co
Mercor dit avoir
The AI recruiting startup confirmed a security incident after an extortion hacking crew took credit for stealing data from the company's systems.
Bienvenue Gemma Frontier
Granite 4.0 Vision
État l'Open Source
LLM peuvent démasquer
Pseudonymity has never been perfect for preserving privacy. Soon it may be pointless.
carte sens comment
Learn why embedding models are like a GPS for meaning. Instead of searching for exact words, it navigates a "Map of Ideas" to find concepts that share the same vibe. From battery types to soda flavors, learn how to fine-tune these digital fingerprints for pinpoint accuracy in your next AI project. The post The Map of Meaning: How Embedding Models “Understand” Human Language appeared first on Towar
Transformer 127 millions
What I learned about data wrangling, segmentation, and storytelling while building an application security report from scratch The post Turning 127 Million Data Points Into an Industry Report appeared first on Towards Data Science .
Top passerelles d'entreprise
If you are running multiple LLM providers in production, routing logic becomes a critical infrastructure decision. Send everything to one provider and you get single points of failure. Hardcode routing rules and you lose flexibility when latency spikes or rate limits hit. I spent the last few weeks evaluating five AI gateways specifically for their dynamic routing capabilities. The criteria: laten
L'IA remplace pas
TL;DR: You've read thousands of articles. You can use almost none of them right now. The bottleneck in knowledge work isn't thinking. It's forgetting. Andrej Karpathy just showed a system where an LLM organizes your research into a living wiki, and the questions you ask feed back into it. No elaborate RAG pipelines. Just markdown, folders, and a loop that compounds. Think about how many articles y
Helix Studio v2.1.0
Helix AI Studio v2.1.0 ships with gemma4 support, 118 tests, and refreshed docs. What is it? An all-in-one AI chat studio connecting 7 providers through one UI: Ollama — gemma4:31b, qwen3.5, any local model Claude API / OpenAI API / vLLM Claude Code CLI / Codex CLI / Gemini CLI 100% local-capable. Docker Compose ready. Key Features WebSocket streaming chat RAG knowledge base (hybrid search + reran
Pare-feu LLM que
In a shocking turn of events, a single, well-crafted input string recently brought down an entire AI-powered customer support system, exposing sensitive user data and costing the company thousands of dollars in damages. The Problem import torch from transformers import AutoModelForSeq2SeqLM , AutoTokenizer # Load model and tokenizer model = AutoModelForSeq2SeqLM . from_pretrained ( " t5-base " ) t
Afficher Brf.it Extraction
Capacités l'agent Qwen3
Qwen3 Agent Capabilities: I Tested Alibaba's Open-Source Model on Real Coding Tasks Alibaba just open-sourced eight models under Apache 2.0, and the flagship — Qwen3-235B-A22B — is trading punches with DeepSeek-R1, OpenAI's o3-mini, and Gemini 2.5 Pro on coding and math benchmarks. But benchmarks are benchmarks. I wanted to know one thing: do Qwen3 agent capabilities actually hold up when you wire
Comment utiliser abonnement
In Cursor, you can connect any LLM via API that is compatible with the OpenAI request format. This means you can connect Claude via API and pay for tokens. However, if you have a Claude subscription, you can only use it in Claude Code. There, the request format is Anthropic, which differs from OpenAI. You cannot take your Claude subscription and add it to Cursor because the request formats are inc
systèmes d'IA autonomes
Much of the current focus on AI safety has centred on models – how they are trained and monitored. But as systems become more autonomous, attention is changing toward the data those systems depend on. If the data feeding an AI system is fragmented, outdated, or lacks oversight, the system’s behaviour can become more unpredictable. […] The post Autonomous AI systems depend on data governance appear
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GPU et Hardware 19
nouveau plan jeu
Mustafa Suleyman has been preparing for his new job description for a long time. Suleyman is Microsoft's inaugural CEO of AI, but after the company underwent a large-scale restructuring in mid-March, he's handed off some duties and shifted focus to chasing superintelligence. Though the news was only made public last month, he tells The Verge, […]
Efficacité grande échelle
CERAWeek — dubbed the Davos of energy — is where policymakers, producers, technologists and financiers gather to discuss how the world powers itself next. NVIDIA and Emerald AI unveiled at the conference last week a new way forward — treating AI factories not as static power loads but as flexible, intelligent grid assets. This collaboration […]
Dans l'univers NVIDIA
Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. NVIDIA GTC last week showcased a turning point in physical AI: Robots, vehicles and factories are scaling from single use cases and […]
Jeu activé cinq
That gaming backlog won’t clear itself — GeForce NOW is here to help. Stream the latest titles straight from the cloud across a variety of devices. This week, five new titles are ready to play instantly in the cloud gaming platform’s library. Screamer drifts onto the scene with retro‑racing attitude and pixel‑perfect speed. Plus, Honkai: Star Rail Version […]
chemin fer obtient
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 applications exposes the limitations of legacy cloud infrastructure. TQ Ventures led the round, with participation from FPV Ventures , Redpoint
frénésie gaz naturel
Meta's upcoming Hyperion AI data center will be powered by 10 new natural gas plants.
fournisseurs silicium locaux
Nvidia's market share in the Chinese data center market has shrunk, with a wealth of options coming from Huawei, Cambricon and more, bringing their total share up to 41%.
Économisez 950 sur
Grab this Alienware Area-51 gaming PC with performance that few can rival. It's on sale with a huge $950 discount right now, shipping with an RTX 5090, AMD Ryzen 9 9950X3D, 32GB of RAM, and a 2TB SSD, all for only $5,299.99
L'incroyable combo 490
Grab the core components of a new AM5 PC build for under $500. Newegg combo bundle includes a CPU, motherboard, RAM, and AIO CPU cooler.
nouvelles attaques Rowhammer
Both GDDRHammer and GeForge hammer GPU memory in ways that compromise the CPU.
740 baleines que
The 740 Whales Nobody Owns Akashic Records — Vol. 2. An ongoing intelligence series on the agent economy, drawn from a live graph of 101,735 agents. The most influential agent on Moltbook has 567,708 engagement points — more than anyone else on the platform. It authored nine of the top twenty posts. Its content triggered 175,347 comments. People responded, argued, and built threads off its ideas f
bonnes pratiques pour
A decade ago, it would have been hard to believe that artificial intelligence could do what it can do now. However, it is this same power that introduces a new attack surface that traditional security frameworks were not built to address. As this technology becomes embedded in critical operations, companies need a multi-layered defense strategy […] The post 5 best practices to secure AI systems ap
Hershey applique l'IA
Artificial intelligence is moving beyond software and further into the physical side of business. Companies in food production and logistics are starting to use data systems to support day-to-day decisions, not long-term planning. That change is visible in The Hershey Company’s latest strategy update. At its Investor Day, the company said it plans to use […] The post Hershey applies AI across its
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Startups et Financement 16
AO3 est enfin
Archive of Our Own (AO3) est officiellement disponible en version bêta. L'Organisation for Transformative Works - l'organisation à but non lucratif derrière le site de fanfiction - a annoncé la mise à jour jeudi, 17 ans après le lancement d'AO3 en 2009. « Depuis 2009, AO3 a beaucoup grandi et changé », indique l'annonce. « Nous avons introduit de nombreuses fonctionnalités au fil des ans […]
Vous pouvez maintenant
ChatGPT is now accessible from your CarPlay dashboard if you have iOS 26.4 or newer and the latest version of the ChatGPT app, 9to5Mac reports. Apple's recently launched iOS 26.4 update added support for "voice-based conversational apps" in CarPlay, opening the door to let you use AI chatbots with voice features through Apple's in-car platform. […]
que personne vous
The cryptocurrency market continues to attract entrepreneurs and businesses looking to build new revenue streams. For many startups, entering this space can feel challenging at first. However, a white label crypto exchange provides a practical and efficient way to launch a trading platform without building everything from scratch. Most people are familiar with the obvious benefits, such as faster
Listen Labs lève
Alfred Wahlforss was running out of options. His startup, Listen Labs , needed to hire over 100 engineers, but competing against Mark Zuckerberg's $100 million offers seemed impossible. So he spent $5,000 — a fifth of his marketing budget — on a billboard in San Francisco displaying what looked like gibberish: five strings of random numbers. The numbers were actually AI tokens. Decoded, they led t
Moins d'un mois
StrictlyVC San Francisco brings leaders from TDK Ventures, Replit, and more together on April 30. Space is limited. Register here for your pass.
Toyota's Woven Capital
Woven Capital is the growth-stage venture capital arm of Toyota, focused on backing founders building in space, cybersecurity, and autonomous driving.
n'est pas votre
Among the most recent Y Combinator cohort, many startups were commanding $40 million valuations. But with more money comes higher expectations.
Yupp s'arrête après
Less than a year after launching, with checks from some of the biggest names in Silicon Valley, crowdsourced AI model feedback startup Yupp is closing its business, the company said Tuesday.
valorisation Whoop vient
The fitness tracking startup just closed a $575 million Series G with Cristiano Ronaldo and LeBron James among its investors. The obvious question looming over a round of this size at this valuation: Is an IPO coming?
Microsoft affronte ses
MAI released models that can transcribe voice into text as well as generate audio and images after the group's formation six months ago.
Cognichip veut que
The firm says it can reduce the cost of chip development by more than 75% and cut the timeline by more than half.
Salesforce annonce relooking
Slack just got a whole lot more useful.
nouveau cadre pour
L'essor applications natives
The Rise of AI-Native Apps: Why Architecture Beats Features Most software companies are adding AI to existing products. They're doing it backwards. The apps winning this era weren't built on top of traditional architectures with AI sprinkled in. They were designed from the ground up around AI as the core interaction model. Cursor went from zero to $2 billion in annualized recurring revenue in unde
rapport Borderless Business
AI is everywhere in the enterprise. The translation workflow often is not. That is the core finding of DeepL’s 2026 Language AI report, “Borderless Business: Transforming Translation in the Age of AI,” published on March 10. Despite broad AI investment across business functions, the report reveals that language and multilingual operations–workflows that touch sales, legal, customer support, and […
Autres 118
Flipboard vient lancer
Le surf est une application un peu difficile à expliquer. C'est en quelque sorte trois choses : un client pour les applications fediverse comme Bluesky et Mastodon ; un lecteur de flux qui vous permet de vous abonner à presque n'importe quel site Web, podcast ou chaîne YouTube ; et un outil pour créer et suivre des flux de contenu intéressant, à la Flipboard magazines. C'est un navigateur […]
Faits saillants conversation
I was a guest on Lenny Rachitsky's podcast, in a new episode titled An AI state of the union: We've passed the inflection point, dark factories are coming, and automation timelines . It's available on YouTube , Spotify , and Apple Podcasts . Here are my highlights from our conversation, with relevant links. The November inflection point Software engineers as bellwethers for other information worke
décisions architecturales qui
6 Architectural Decisions That Made Claude Code Efficient — And How You Can Apply Them Claude Code's leaked source revealed it's built on Bun instead of Node.js, emphasizing startup speed and performance over ecosystem familiarity. For terminal tools requiring frequent, rapid interactions, Bun's advantages in startup time (reduced by ~2.5x compared to Node.js in Claude's implementation) and memory
flux travail qui
6 Workflows That Reduced My AI Video Production Time by 75% I spent three hours producing a 30-second video, only to find the subtitles out of sync and the narration too soft. This wasn't an isolated incident. After analyzing my process, I identified the root cause: not a lack of tools, but a lack of a systematic workflow. Here's what I learned: You’re Not Lacking Tools—You’re Lacking a Process My
Commonwealth Fusion Systems
Realta Fusion is buying magnets from Commonwealth Fusion Systems, providing a revenue stopgap.
Diverses Ă©quipes commencent
It is the path of least resistance for a growth-stage company to hire from the familiar Silicon Valley pipelines but if a founder wants a diverse team, that value has to be put into practice from the very first hire.
réputation startup difficulté
Delve faces new allegations that it violated the open source license of its customer, Sim.ai, by taking the customers's tool and passing it off as its own.
financement startups bat
The record quarterly fundraise largely fueled four mega-deals into OpenAI, Anthropic, xAI, and Waymo. But it also indicates a generally hot market.
OpenAI acquiert TBPN,
TBPN, Silicon Valley's cult-favorite tech podcast, will operate independently, even as it's overseen by chief political operative Chris Lehane.
Google vous permet
Google is adding a way to customize and instruct avatars for video creation in the Vids app.
Anthropic supprimé milliers
Anthropic executives said it was an accident and retracted the bulk of the takedown notices.
Anthropique c'est avoir
A human really borks things at Anthropic for the second time this week.
règles américaines matière
We interview experts, including Chris McGuire, senior fellow for China and emerging technologies at the Council on Foreign Relations, and former senior director in the U.S. National Security Coundil on the Trump Administration's shifting stance toward AI accelerator export control rules.
Ubuntu Linux augmente
The release notes for Ubuntu 26.04 LTS show that Canonical has quietly raised the minimum RAM requirement for its popular Linux-based operating system by 50%.
Flowith Canvas
Grok 4.2 BĂŞta
Copilot
Nitro par Rocketlane
tama96
Roger
Mngr
Denovo
Claude Code Mode
Lightning
Holo3 Briser frontière
Perception faucon
TRL v1.0 Bibliothèque
Libérez votre OpenClaw
Construire modèle d'intégration
Holotron-12B Agent d'utilisation
Trump incite entreprises
With no enforcement and questionable economics, it may not make a difference.
nouvelle attaque AirSnitch
That guest network you set up for your neighbors may not be as secure as you think.
ScreenAI modèle langage
Cappy Surperformer booster
Parlez comme graphique
Outils d'intégration spécifiques
Apprentissage social apprentissage
régression linéaire est
The Vector View of Least Squares. The post Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions) appeared first on Towards Data Science .
Comment gérer données
Workflows and encoding techniques in quantum machine learning The post How to Handle Classical Data in Quantum Models appeared first on Towards Data Science .
Simulations quantiques avec
Run Quantum Experiments with Qiskit-Aer The post Quantum Simulations with Python appeared first on Towards Data Science .
Inversion Error Safe
A systems design diagnosis of hallucination, corrigibility, and the structural gap that scaling cannot close The post The Inversion Error: Why Safe AGI Requires an Enactive Floor and State-Space Reversibility appeared first on Towards Data Science .
Comment modèle 000×
Why thinking longer can matter more than being bigger The post How Can A Model 10,000Ă— Smaller Outsmart ChatGPT? appeared first on Towards Data Science .
Que passe-t-il maintenant
How I am adapting in my career in the age of AI, automation, and when everything moving faster than expected. The post What Happens Now That AI is the First Analyst On Your Team? appeared first on Towards Data Science .
Comment améliorer code
Make your coding agent more efficient The post How to Make Claude Code Better at One-Shotting Implementations appeared first on Towards Data Science .
révolution agents d'IA
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science fiction is becoming production code — and it's happening fast. The Big Shift: Agents Over Assistants For years, we've been building chatbots. Helpful little assistants that answer questions. But something changed in 2026, and honestly, it happened so
DBS, Visa l'essor
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science fiction is becoming production code — and it's happening fast. The Big Shift: Agents Over Assistants For years, we've been building chatbots. Helpful little assistants that answer questions. But something changed in 2026, and honestly, it happened so
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trois personnages qui
Sometimes a bug is dramatic. A crash, a stack trace, an error message screaming at you. Those are the easy ones. The worst bugs are the ones that look like nothing happened. Your function returns success. Your status says "started." And then... silence. The agent never runs. No error. No hint. Just an empty session transcript staring back at you. That's exactly what happened in #59887 . The Sympto
Nous avons géré
I published a research paper this week. The number that surprised me most was not the one I expected. I expected the 0%: under a restrictive pre-action authorization policy, a population of 879 adversarial attempts achieved zero successful unauthorized actions. That part worked as designed. The number that stopped me was 74.6%. That's how often social engineering succeeded against the model alone,
curseur vient tomber
Cursor 3 just dropped: here's what changed and how it compares to Claude Code Cursor 3 is live. If you've been on the fence between Cursor and Claude Code, today is the day to actually compare them. Here's what's new, what it means for your workflow, and the honest tradeoffs. What's new in Cursor 3 Cursor 3 focuses on three areas: Faster tab completions — the autocomplete engine has been rewritten
Claude Code Curseur
Claude Code vs Cursor vs Copilot: which one actually ships code in 2026 I've been using all three for production work this year. Here's the honest breakdown. The quick answer They're optimized for different things: Copilot = autocomplete that stays out of your way Cursor = IDE-native AI that understands your whole project Claude Code = terminal-native agent that actually runs code If you just want
plan quinquennal Chine
China has approved its 15th Five-Year Plan [PDF] setting out the country’s economic, education, social, and industrial priorities through to 2030. As might be expected, there is a significant number of references to AI, with the technology mentioned in several contexts. AI is grouped alongside quantum computing, biotechnology, and energy as paths that are to […] The post China’s Five-Year Plan det
Experian découvre paradoxe
The same technology that financial institutions deploying is being weaponised against them. That is the core tension running through Experian’s 2026 Future of Fraud Forecast, and it’s a tension the company is in a position to name because it sits on both sides of it. According to FTC data cited in the forecast, consumers lost […] The post Experian uncovers fraud paradox in financial services’ AI a
SAP ANYbotics stimulent
Heavy industry relies on people to inspect hazardous, dirty facilities. It’s expensive, and putting humans in these zones carries obvious safety risks. Swiss robot maker ANYbotics and software company SAP are trying to change that. ANYbotics’ four-legged autonomous robots will be connected straight into SAP’s backend enterprise resource planning software. Instead of treating a robot […] The post S
gouvernance sécurisée accélère
Financial institutions are learning to deploy compliant AI solutions for greater revenue growth and market advantage. For the better part of ten years, financial institutions viewed AI primarily as a mechanism for pure efficiency gains. During that era, quantitative teams programmed systems designed to discover ledger discrepancies or eliminate milliseconds from automated trading execution times.