Vibe Coding 21
Added Auto-Reply Free
I'm a non-technical product person. Our team built Knocket, a 100% free website contact widget. It works great for live chat, but it had no AI features. I wanted to add smart auto-reply — so I used OpenClaw and vibe coding to build it m
Como economizar com
Este artigo vai te ensinar a economizar com TRAE
Neste artigo, vamos partir do método das “6 perguntas essenciais no AI Coding”, até chegar a 10 dicas práticas aplicáveis no dia a dia, para te mostrar passo a passo como usar o TRAE de forma ma
Use Bifrost CLI
Most AI coding tools work well... until you try to use more than one model.
If you're using Claude Code, Codex CLI, or Gemini CLI, you've probably hit the same wall:
switching between models is slow, messy, and full of configuration overhead.
At first, everything feels simple.
Experience Coding
The seduction of AI code assistants
The post The New Experience of Coding with AI appeared first on Towards Data Science.
Agentic Coding Non-Vibe
Tips best practices
README File Told
A README File Told My AI Agent to Leak My Secrets. It Worked 85% of the Time.
You clone a repo. You ask your AI coding agent to set it up. It reads the README, runs the install commands, configures the environment. Standard workflow. Millions of developers do this every day.
Cursor Rules Prompts
Wasted Hours Describing
A non-professional developer’s honest take on real device testing
There’s a specific kind of frustration that only vibe coders know.
You’ve been building for hours. The app looks great on the emulator. You feel like you’re actually pulling this off. Then you test it on your real p
ai coding tools like cursor, claude code, and " data-theme="Vibe Coding">
Stop Burning Money
You wouldn't leave your car engine running while you grab groceries. So why are you burning thousands of tokens on a chat that's asking an AI to "look at your entire repo"?
AI coding tools like Cursor, Claude Code, and
gave React codebase
Not a sponsored post. No fluff. Just a senior dev's real experience after 3 months of daily use.
I have been writing JavaScript/React/Nextjs for 10 years.
I have survived jQuery to React migrations, Redux boilerplate hell, the hooks revolution, and eve
Build SaaS Weekend:
How to Build a SaaS in a Weekend with Vibe Coding + a Boilerplate in 2026
"Ship in a weekend" has been the indie hacker rallying cry for years. It used to be aspirational. In 2026, with the right boilerplate and an AI coding agent, it's a legitimate sprint methodology — not a
Cursor Lovable Bolt.new:
Cursor vs Lovable vs Bolt.new: Which Vibe Coding Tool for Your SaaS in 2026?
"Vibe coding" — describing features in natural language and letting an AI write the implementation — became a serious development methodology in 2025. Three tools dominate the conversation: Cu
Your agent lying
TL;DR — Your AI coding agent's quality is capped by the quality of its context. Most devs have stale, generic, or missing CLAUDE.md / .cursorrules files. Caliber fixes this in one command
Best Open Source
Cursor's Pricing Is Adding Up
Cursor Pro costs $20/month per developer. Pro+ is $60/month. Teams plan is $40/user/month. For a 10-person engineering team on the Teams plan, that's $4,800/year — every year — for an AI code editor.
The pricing model changed in June 2025
Vibe Coding: Where
Vibe Coding: What It Is, Where It Comes From, and What It Can Really Do
On February 2, 2025, Andrej Karpathy — former Tesla AI chief and OpenAI co-founder — wrote a short post on X. He described a new way of programming where you "fully give in to the vibes, embrace exponentia
Show HN: LucidShark
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Assistants et Agents IA 45
llms are restricted by their context limit - how many tokens they can fit in their working memory at any given time. these values have not increased " data-theme="Assistants et Agents IA">
Subagents
Agentic Engineering Patterns >
LLMs are restricted by their context limit - how many tokens they can fit in their working memory at any given time. These values have not increased
GTC Spotlights NVIDIA
The paradigm of consumer computing has revolved around the concept of a personal device — from PCs to smartphones and tablets. Now, generative AI — particularly OpenClaw — has introduced a new category: agent computers. These devices, like the NVIDIA DGX Spark desktop AI supercomputer or dedicated N
Retraction: After routine
This story has been retracted
Microsoft considering suing
Microsoft ruminating on suing OpenAI over Altman's recent deal with Amazon
Meta having trouble
A rogue AI agent inadvertently exposed Meta company and user data to engineers who didn't have permission to see it.
Nothing CEO Carl
Nothing CEO Carl Pei says AI agents will eventually replace apps, shifting smartphones toward systems that understand intent and act on a user's behalf.
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
MCPCore
Holotron-12B High Throughput
Turned Temperature Save
I noticed it in the most annoying way: the email clearly contained a job title — not perfectly, not cleanly, but enough — and my extraction came back with nothing.
Not wrong. Not malformed. Just… absent.
That’s the failure mode that hurts in enterprise systems, because do
don't write frameworks for dummies.
that sentence stuck with me while reading domain-driven design: tackling complexity in the heart of software. i didn't fully understand it at first - but after building (and then redesigning) an ai orchestration framework, i d" data-theme="Assistants et Agents IA">
"One API All
Don't write frameworks for dummies.
That sentence stuck with me while reading Domain-Driven Design: Tackling Complexity in the Heart of Software. I didn't fully understand it at first - but after building (and then redesigning) an AI orchestration framework, I d
Extracting Clean Markdown
Extracting Clean Markdown from Any URL: The PageBolt /extract Endpoint
You're building an AI agent. Your agent needs to read a web page and understand it. So you do what everyone does: you pass the raw HTML to your LLM.
The problem: raw HTML is noise. It's full of scri
Cara Menggunakan MiniMax
MiniMax M2.7 tersedia gratis melalui Platform API MiniMax dengan kredit percobaan. Anda juga dapat mengaksesnya melalui OpenRouter, Hugging Face Spaces, dan antarmu
MCP Observability APM
In 2010, application performance monitoring was a nice-to-have. Engineering teams shipped to production, watched their server logs, and hoped for the best. Monitoring was a dashboard someone checked after an outage. APM vendors existed, but adoption was concentrated in the largest enterprises wit
42,000 Agents Were
42,000 AI Agents Were Exposed to the Internet. Here's What We Can Learn.
In early 2026, security researcher Maor Dayan published findings about OpenClaw — the open-source AI assistant platform with 214,000+ GitHub stars that lets users self-host an AI agent with deep system ac
Happens When Agent
We've served 481 payment-gated API requests. 5 were paid. Here's what happened to the other 476.
We've been running ClawMerchants — an agent-native data and skills marketplace — for a few months. Every API endpoint retur
you installed openclaw. now what?
you've got a powerful ai agent framework running on your machin" data-theme="Assistants et Agents IA">
OpenClaw Skills Every
Built with Clamper. The complete toolkit for OpenClaw AI agents. One install, full agent setup.
You installed OpenClaw. Now what?
You've got a powerful AI agent framework running on your machin
Show HN: Drift-guard
MCP Servers Every
What Are MCP Servers and Why Every Developer Should Care in 2026
You have probably seen "MCP" mentioned in developer channels, release notes, or conference talks. Maybe you skimmed the spec page and moved on. This article is the practical version: what MCP actually is, how ser
Trustpilot partners companies
Trustpilot is reported to be pursuing partnerships with large eCommerce companies as AI-driven shopping gains traction. In an interview with Bloomberg News [paywall], chief executive Adrian Blair said that AI agents acting on behalf of consumers require lots of information about the businesses th
OpenAI’s Frontier puts
When OpenAI launched Frontier in February, the announcement was described as a platform for enterprise AI agents. What it actually signalled was a challenge to the revenue architecture underpinning the software industry. Frontier is designed to act as a semantic layer in an organisation’s e
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
Show HN: agent
Agent Backdoors Trivy
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Built LiveAuth: POW
MCP Ecosystem: Model
Polycode self-hosted GitHub
Nvidia Launches Vera
Show HN: March
MCP servers mass-forked
Audio et Voix IA 1
Show HN: Real-time
Modeles et LLM 34
Autoresearching Apple's "LLM
Autoresearching Apple's "LLM in a Flash" to run Qwen 397B locally
Here's a fascinating piece of research by Dan Woods, who managed to get a custom version of → Lire l'articleopenai's self-reported benchmarks show the new " data-theme="Modeles et LLM">
GPT-5.4 mini GPT-5.4
OpenAI today: Introducing GPT‑5.4 mini and nano. These models join GPT-5.4 which was released two weeks ago.
OpenAI's self-reported benchmarks show the new
if you do not understand the ticket, if you do not understand the solution, or if you do not understand the feedback on your pr, then your use of llm is hurting django as a whole. [...]
for " data-theme="Modeles et LLM">
Quoting Tim Schilling
If you do not understand the ticket, if you do not understand the solution, or if you do not understand the feedback on your PR, then your use of LLM is hurting Django as a whole. [...]
For
APIs, Data, Privacy:
If you work in marketing technology, you have probably spent the last few years watching the tracking infrastructure that the industry depended on slowly break down. Third-party cookies are going away. Consent signals are fragmenting. User-level data is increasingly unavailable.
For devel
LLMs can unmask
Pseudonymity has never been perfect for preserving privacy. Soon it may be pointless.
leaderboard “you can’t
Artificial intelligence models are multiplying fast, and competition is stiff. With so many players crowding the space, which one will be the best — and who decides that? Arena, formerly LM Arena, has emerged as the de facto public leaderboard for frontier LLMs, influencing
PhD students who
Artificial intelligence models are multiplying fast, and competition is stiff. With so many players crowding the space, which one will be the best — and who decides that? Arena, formerly LM Arena, has emerged as the de facto public leaderboard for frontier LLMs, influencing
State Open Source
Introducing Storage Buckets
Best GPU Rental
Training LLMs? Fine-tuning models? Here's which GPU you actually need (and which ones are overkill).
GPU Requirements by Model Size
Small Models (7B-13B parameters)
Examples: Llama 3.1 8B, Mistral 7B, Phi-3
Recommend
we see llms write code, generate step-by-step workflow" data-theme="Modeles et LLM">
LLMs Can Never
If you’ve worked on AI automation, agent systems, or intelligent workflow tools in the past two years, you’ve likely run into a widespread, costly misconception: treating large language models (LLMs) as fully functional execution engines.
We see LLMs write code, generate step-by-step workflow
One Model Rule
A hands-on case study and practical guidance
The post One Model to Rule Them All? SAP-RPT-1 and the Future of Tabular Foundation Models appeared first on → Lire l'article
Self-Hosting Your First
Privacy. Cost. Customization. Everything you need to know—step by step.
The post Self-Hosting Your First LLM appeared first on Towards Data Science.
Introducing Gemini Embeddings
One embedding model to rule them all
The post Introducing Gemini Embeddings 2 Preview appeared first on Towards Data Science.
Hallucinations LLMs Not
It’s a feature of the architecture
The post Hallucinations in LLMs Are Not a Bug in the Data appeared first on Towards Data Science.
ScreenAI: visual language
Cappy: Outperforming boosting
Talk like graph:
Health-specific embedding tools
Social learning: Collaborative
Heuristic Semantic Eval:
There is a default assumption in the agent eval space right now: if you want to evaluate agent output, you need an LLM to judge it. Feed the output to GPT-4o with a rubric, get a score back, done. LLM-as-Judge is the pattern everyone reaches for first.
I want to push back on that. Not bec
Cost Invisible Agents:
Last month I got a message from a developer running a research agent in production. His APM dashboard looked fine. HTTP 200s across the board. P99 latency under 2 seconds. Error rate at 0.1%. By every traditional metric, the system was healthy.
Then finance flagged an anomaly. The LLM API
Dotando IAs con:
CONTENIDO:
- El Problema de la Alucinación (Por qué un LLM necesita este endpoint específico de ETL-D para evitar conjeturas).
Uno de los desafíos más significativos al utilizar Modelos de Lenguaje Grande (LLM) es su tendencia a la alucinación, es decir, generar informa
Mastercard keeps tabs
Mastercard has developed a large tabular model (an LTM as opposed to an LLM) that’s trained on transaction data rather than text or images to help it address security and authenticity issues in digital payments. The company has trained a foundation model on billions of card transactions, wi
effective AI, insurance
A report from Autorek, a provider of AI solutions to the insurance industry has produced a report that describes operational drag in companies’ internal processes that not only affect overall efficiency but cause an impediment to the effective implementation of AI in insurance concerns. Ins
Phantom memory system
Beyond Keywords: Using
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GPU et Hardware 30
Simulation Production: Build
The latest open models and frameworks from NVIDIA bring together simulation, robot learning and embedded compute to accelerate cloud-to-robot workflows.
More Than Meets
NVIDIA and Apple’s collaboration brings native integration of NVIDIA CloudXR 6.0 to visionOS, securely delivering NVIDIA RTX-powered simulators and professional 3D graphics applications — like Immersive for Autodesk VRED on Innoactive’s XR streaming solutions — to Apple Vision Pro.
NVIDIA, Telecom Leaders
As AI‑native applications scale to more users, agents and devices, the telecommunications network is becoming the next frontier for distributing AI. At NVIDIA GTC 2026, leading operators in the U.S. and Asia showed that this shift is underway, announcing AI grids — geographically distributed and in
Snap Decisions: Open
The features on social media apps like Snapchat evolve nearly as fast as what’s trending. To keep pace, its parent company Snap has adopted open data processing libraries from NVIDIA on Google Cloud services to boost development. Every new feature rolled out to Snapchat’s more than 940 million mont
DLSS Has Nvidia’s
Nvidia has revealed a new “3D guided neural rendering model” called DLSS 5 that can change a game’s lighting and materials in real-time, and… many gamers aren’t happy. From DLSS 5 memes to complaints about how it’s “yassified” Resident Evil Requiem characters in demos, the first impression has not b
Nvidia’s DLSS like
Yesterday Nvidia revealed its latest upscaling tech, called DLSS 5, which it described as "the company's most significant breakthrough in computer graphics since the debut of real-time ray tracing in 2018." Sounds good, until you actually see it. According to Nvidia, the tech "infuses pixels with ph
Now everyone getting
Google announced on Tuesday that all users in the US will now have access to its Personal Intelligence feature, which lets you connect various Google apps to provide context for Gemini's responses and suggestions. Access was previously limited to Google AI Pro and AI Ultra subscribers. Now, free-tie
DLSS looks like
Nvidia announced DLSS 5 on Monday during its GTC conference, and based on early reactions, it's going to be a divisive update, with some reactions calling it "slop" that unacceptably alters artistic intent. Nvidia CEO Jensen Huang is calling this the "GPT moment for graphics - blending hand-crafted
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.
Nvidia will only
Nvidia intends to build a multi-billion-dollar CPU business with its Vera processors, but only plans to offer one SKU.
H200s set flow
According to a new report, Nvidia's Groq inferencing chips are set to head to China for export, following approval of its H200 AI accelerators.
AMD claims had
AMD has responded to the Chuwi scandal involving mislabeled Ryzen 5 7430U-equipped laptops. The CPU maker claims it had no knowledge of the issue, and warns that it does not condone mislabelling CPUs in any way.
AMD reportedly strikes
Reputable leaker shares alleged specifications for the unannounced Ryzen 7 9750X and Ryzen 5 9650X processors from AMD.
Niv-AI exits stealth
The company raised $12 million in seed funding to measure and manage GPU power surges.
Nvidia quietly building
Nvidia's networking business raked in $11 billion last quarter despite getting significantly less fanfare than chips and gaming.
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
NVIDIA NemoClaw
Effectively Review Claude
Get more out of your coding agents by making reviewing more efficient
The post How to Effectively Review Claude Code Output appeared first on Towards Data Sci
Cursor Background Agents
Cursor is quietly becoming more than an IDE. With background agents that run autonomously in the background, it's turning into a platform where code can buy things on its own — data feeds, skill protocols, intelligence endpoints — without a human in the loop.
The payment layer th
Goldman Sachs sees
Artificial intelligence investment is entering a more selective phase as companies and investors look beyond early excitement and focus on the data centre infrastructure required to run AI systems. Recent analysis from Goldman Sachs suggests the market is moving toward what the firm describes as
NTT DATA NVIDIA
NTT DATA has announced an initiative to deliver NVIDIA-powered platforms designed to give organisations a repeatable, production-ready model for scaling AI. The offering integrates NVIDIA’s GPU-accelerated computing and high-performance networking with NVIDIA AI Enterprise software, includi
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
Launch HN: Chamber
Open-Source "GreenBoost" Driver
Startups et Financement 10
CEOs Freezing Hiring
Two-thirds of CEOs have frozen hiring. The same group is collectively spending billions on AI infrastructure. Both decisions are happening simultaneously, inside the same boardrooms, signed off by the same people who believe they're being strategic.
They're not being strategic. They're be
AirSnitch attack bypasses
That guest network you set up for your neighbors may not be as secure as you think.
Rebel Audio podcasting
Rebel Audio is a new all-in-one podcasting tool that allows creators to record podcasts, edit, clip content for social, and publish episodes, all without ever leaving the platform.
startup wants make
The company has raised $12 million in seed funding to build an AI operating system for enterprise.
Sequen snags $16M
With its Series A, Sequen is bringing its proprietary AI ranking and personalization technology to large consumer business.
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
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
Launch HN: Voygr
Autres 76
Snowflake Cortex Escapes
Snowflake Cortex AI Escapes Sandbox and Executes Malware
PromptArmor report on a prompt injection attack chain in Snowflake's → Lire l'articlethe question: if someone asks chatgpt, claude, or gemini "what's the" data-theme="Autres">
Scanned Top DTC
The Experiment
We used GEOmind to scan 85 popular direct-to-consumer brands and measure how "AI-ready" their websites are.
The question: If someone asks ChatGPT, Claude, or Gemini "What's the
favorite robot vacuum
Matic, my current top pick for the best robot vacuum, just got a big update. The unique-looking floor bot now works with Google Home and Apple Home, with support coming through the smart home standard Matter. This enables voice control and smart home integrations, features that have been missing fro
Microsoft hires team
AI collaboration startup Cove is shutting down after its team joined Microsoft, with service ending April 1 and customer data set for deletion.
Garry Tan’s Claude
Thousands of people are trying Garry Tan's Claude Code setup, which was shared on GitHub. And everyone has an opinion: even Claude, ChatGPT, and Gemini.
H&M wants make
Rubi has developed an enzymatic process to turn carbon dioxide into cellulose that's ready to be spun into lyocell or viscose.
Apple acquires video
The move could help Apple better compete with Adobe Premiere Pro and the Adobe Creative Cloud suite.
Sam Altman’s thank-you
Altman expresses gratitude for people who knew how to write their code from scratch. The internet replies with salty jokes.
Patreon CEO calls
Patreon CEO Jack Conte says AI companies should pay creators for training data, arguing their fair use defense falls apart when they license content from major publishers.
Gemini-powered features Google
From summarizing emails, drafting content, organizing data, and tracking meetings, here are all the best Gemini features in Google Workspace.
Offload
MiniMax-M2.7
MiMo-V2-Pro Omni
Stitch 2.0 Google
Doodles
OpenAdapter
Netlify.new
Nemotron Nano 4B:
Keep Tokens Flowing:
Granite 4.0 Speech:
LeRobot v0.5.0: Scaling
Bringing Robotics Embedded
Introducing Modular Diffusers
MiniMax M2.7: Self-Evolving
MiniMax M2.7: A Self-Evolving AI Model for Complex Production Tasks
The AI landscape has witnessed another significant milestone with MiniMax's release of M2.7, a model that emphasizes self-evolution and production-grade capabilities. Unlike t
Claude Model
The AI space doesn’t slow down—and Anthropic just dropped a new Claude model that’s worth paying attention to. But instead of hype, let’s break down what actually matters for developers, builders, and students trying to use it in real projects.
🚀 What’s New?
The latest Claude mode
Two-Stage Hurdle Models:
Why one model can't do two jobs
The post Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes appeared first on Towards Data Science.
You Should Stop
It's all just fearmongering
The post Why You Should Stop Worrying About AI Taking Data Science Jobs appeared first on Towards Data Science.
Neural Network Learned
Most neuro-symbolic systems inject rules written by humans. But what if a neural network could discover those rules itself?
In this experiment, I extend a hybrid neural network with a differentiable rule-learning module that automatically extracts IF-THEN fraud rules during training. On th
Follow Footpaths
Shadow AI and the desire paths of modern work
The post Follow AI Footpaths appeared first on Towards Data Science.
Built shipped iOS
Start (Vibe) Coding
Let Attack Our
We Let an AI Attack Our Security Pipeline. Here's What 412 Attacks Taught Us.
Most security products ship a scanner, write some tests, and call it done. We tried something different: we told an AI to break our entire security pipeline as creatively as possible, then told it to
List Rules Cursor
Show HN: Simple
Treasury publishes risk
The US Treasury has published several documents designed for the US financial services sector that suggest a structured approach to managing AI risks in operations and policy (see subheading ‘Resources and Downloads’ towards the bottom of the link). The CRI Financial Services AI Risk