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1031 articles conservés pour « ai »
Over the last few months, I’ve been spending more time working with AI coding agents. They are fast, useful, and in many cases they can fix small bugs or implement focused changes much faster than doing everything manually. But while using them, I kept coming back to the same…
Why agent debugging needs more than prompt logs and successful final outputs. Let's say you've built an AI agent that handles customer support requests. It retrieves customer records, checks policies, calls external APIs, and recommends the next action. Everything works during…
A coding agent harness is the runtime wrapped around a language model: the loop, tools, permissions, context management and extension points that let the model read files, run commands and finish multi-step tasks without a human typing each step. Once frontier models are close…
If you are moving AI agents from a toy script into production with enterprise clients, you quickly encounter a harsh reality: Traditional cybersecurity firewalls know nothing about probabilistic LLMs. When your agent has access to tools (like SQL databases, web scrapers, shell…
You Know n8n (or Camunda, or Zapier). Here's What's Different About Oumma You've automated the easy stuff. The hard stuff — the stuff with patients, approvals, money and audit trails — still runs on email and "call me when it's ready." If you run n8n, Camunda, or Zapier, this…
ragleap-agents 0.5.0: Sub-agents — 208 tests, 8 live runs, 0 breaking changes Tag: ragleap-agents-v0.5.0 (332b4c0) — 2 commits to main since. TL;DR: make_delegate_tool lets a parent delegate to children, with taint flowing both ways and hard limits. Opt-in only. The design goal…
The gap between the demo and the pipeline In the demo, you ask the model to return a confidence score alongside its answer. It says 0.93. You write if confidence > 0.9: auto_approve() and move on. In production, that number is just more generated text. Nobody measured it against…
Building an AI Chat Assistant with Agentic LLMs and Multi-Tool Integration Introduction In this rapidly evolving era of Artificial Intelligence, I wanted to go beyond simply learning about AI and start understanding how it works in real-world applications. My goal is to dive…
Two‑Stage Retrieval & Reranking: A Technical Guide Recall first, precision second. This guide explains how to separate candidate generation from relevance refinement, how to tune the funnel, and which metrics keep the system both fast and trustworthy. 📋 Concise Diagnosis Table…
Product Demos That Convert: Structure, Types, and Checklist Product demos are short, focused presentations that show a product solving a real problem for a specific buyer, either live or as a recorded video. The best product demos follow a simple rule: show the outcome first,…
You finished the degree, the bootcamp, or the 100 tutorials. You open LinkedIn, hit "Easy Apply" 80 times... and hear nothing back. It's not just you. The market in 2026 is weird. Overall software hiring is growing again, but the classic junior job ("here's a ticket, build this…
Pernahkah kamu penasaran bagaimana sebuah aplikasi bekerja di balik layar, padahal kamu tidak punya akses ke source code -nya? Atau mungkin di tempat kerja, kamu diminta memperbarui sistem lama ( legacy system ) yang dokumentasinya sudah hilang dan programmer pembuatnya sudah…
TL;DR: Claude Code ships with a fixed set of built-in tools such as Read, Write, and Bash. MCP—the Model Context Protocol—lets it connect to an external process at runtime and use that process’s declared capabilities as new tools. MCP does not solve “how should I reuse a…
Apa Itu DeepSeek-R1 dan Mengapa Mengguncang Pasar? DeepSeek-R1 mengubah narasi pengembangan AI global. Dengan mengandalkan Reinforcement Learning (RL) untuk penalaran, model ini mencapai performa tinggi tanpa bergantung pada skala komputasi masif. Keberhasilan ini memicu koreksi…
The daily run of my AI citation tracker finished on 21 October with a blended score of 29.2. On its own that reads like a mediocre week. Split by question type it is something else entirely, and the split is the only part of it I would trust. How the number is built Every prompt…
KillSwitch-Bench published a leaderboard with something most agent benchmarks leave out: cost and wall-clock time per task, sitting next to the score, for 20 model-plus-harness combinations. The premise is that the language under test was designed specifically to be hard for…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady . What I Built Doze refuses to close a week that is one cent short. It can do that with inference disabled. Most recurring AI workflows keep calling the model. I wanted to see how much of…
The State of Voice AI in 2026: Trends and Predictions Voice AI has gone from “nice‑to‑have” to “must‑have” in just a few short years. If you’ve been tinkering with text‑to‑speech (TTS) or voice cloning in 2023, you’ll feel the difference in the sheer speed, quality, and…
DeepSeek has an official agent harness called dsh (npm: @deepseek-ai/dsh , source at deepseek-ai/deepseek-harness ). It speaks MCP, which means you can hand it tools. We wired it to Nullprint, a multi-profile browser, so a plain-language request turns into: create a browser…
A coding agent will edit a Dockerfile the way a helpful intern edits a wiki: confidently, locally, and with no memory of the last time someone did the same thing three services over. That is fine in a three-service repo. It is a slow accident in a landscape. Flisk makes the…
In April 2026, a malicious version of the Bitwarden CLI was published to npm. It was live for about ninety minutes. In that window it read SSH keys, .env files, and AWS, Azure and GCP credentials off the machine of anyone who installed it. In October, the official OVHcloud CLI's…
Blackstone’s AI head on why the PE giant isn't panicked by market jitters.
The social media giant is planning a new stock strategy to help power its broad investments in AI models and services.
When people talked about AI , the focus in most places was on things like model quality, speed, context window . As of today, the topics being discussed have changed a bit. Now these are the questions being asked more often: What does it have access to? What can it do on its…
Zuckerberg expects the agent will generate more revenue per user than the company's apps.
A rush of new data centers could bring air pollution roaring back to levels not seen since the 2000s in Texas, which has become ground zero for the physical infrastructure behind generative AI. New and proposed data centers are demanding a tremendous amount of electricity. How…
Somewhere in this room is the one person who can tell if any of it is actually good. AI made everyone else look exactly like them. AI lets a solo founder produce a product, but it can’t help them understand whether that product is actually good…yet. That expertise, the hard-won…
AI agents explain their own work fluently, and sometimes wrongly. Designers stopped trusting that kind of account from people long ago. Continue reading on UX Collective »
Meta says it's issuing a new class of shares to fund its AI initiatives. As part of its third-quarter earnings report released on Wednesday , the company says the non-voting stock will also go toward potential acquisitions and employee compensation, with trading beginning in…
Cloud infrastructure makes it easier for engineering teams to build, deploy, and scale applications. However, as systems grow, cloud spending can become difficult to predict. Development environments remain active overnight, storage accumulates unused data, workloads run on…
A release announcement for EAGLE-4, a speculative decoding method, reported up to 3.4x faster generation for Qwen3.8-27B on four NVIDIA B300 GPUs. I run local models on a Mac Studio, and I wanted to know one thing: does it make my models faster? The short answer: EAGLE-4 as…
What AI Agents Taught Me About Building Databricks Apps The agents wrote most of the code. Everything around it was still on me, and I think that's good news I've been building software since 2013. Most of that time on the frontend: React, components, the part of the product…
Author: Rasik Rahman S ( @rasikbuilderaws ), AI/ML Engineer at ShellKode , AWS Partner Builder Series, Part 3. Part 1 was the Daily GitHub Explorer , an autonomous agent on Lambda and Bedrock. This one is about what sits between an agent and its tools. The failure mode Ask an…
You're mid-task, Claude Code says you've hit your limit, and the reset is hours away. I've been there most days since Opus 5.5 came out, so here's what I tried, ranked by how much it helped. 1. Run two plans and hand the task over (biggest win) Claude Pro plus ChatGPT Plus costs…
Meta Muse users are adopting the app for shopping and personal productivity, the company said during its Q3 earnings call. The AI app now has over 10M users.
Anthropic subscribers in the US can join a waitlist to try the company's new agent.
Startup Recursive has released Flint, a free, laptop-sized coding model built largely by its own AI research system, as an early test of AI that improves itself.
Written by: Josh Greenwell Staff Applied AI Engineer This blog article is a condensed version of our whitepaper on securing AI agents against prompt injection. The full paper includes the appendices on prompt-injection defenses and the complete reference list. You can download…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built slothshot renames screenshots after what's in them. Screenshot 2026-10-03 at 08.15.44.png becomes 2026-10-03 railbook-e-ticket-pnr-4421907736.png . My screenshots folder had…
Notes from a 2 AM On-Call: Why Our vLLM Semantic Router Dropped 40% of Requests Under Load The Failure Symptom 2024-03-15 02:17:43 WARNING: Route decision timeout after 5000ms 2024-03-15 02:17:48 ERROR: 127 requests dropped (no route assigned) 2024-03-15 02:18:12 INFO: QPS: 240…
Hey everyone 👋, If you’re building AI apps today, you probably know the headache of API fragmentation. You might want to use GPT-4o for reasoning, Claude 3.5 for coding, and Llama 3 for fast, cheap processing. But doing this currently means: ❌ Managing 5+ different provider…
If you have ever built a modern fintech application, SaaS billing platform, or e-commerce engine, you already know a dirty little secret of software engineering: money does not move instantly. In a synchronous, closed-loop software architecture, state transitions are a walk in…
Why Text‑to‑Speech Matters Today If you’ve ever built a chatbot, an accessibility feature, or a voice‑enabled game, you know that a natural‑sounding voice can turn a static experience into something engaging and human‑like. Modern TTS engines are no longer limited to robotic…
This one covers October 14 to 21. Most of the week went into one idea: the small scripts that guard my Claude Code sessions should not each start a shell. The rest went into giving the agent its own name on GitHub, and into a framework bug that only showed up on a small CI…
Anthropic just announced an AI agent competitor to Meta's Muse and OpenAI's Dots: Claude Duet. The new agent, designed for professionals and small business owners, is launching as a "research preview," according to Anthropic , and it's available as a standalone app on iOS and…
Apple just revealed a new brand identity for Apple Music, with the expected turn to Liquid Glass. I’m not much of a fan of their new design language in general; this is where I admit that I’m still running MacOS Sequoia and have grumpy things to say about rounded corner radii…
Walmart will soon let AI agents shop on its website for you. Next month, the retail giant will allow you to use an AI agent on the site, with systems in place to let you approve and review purchases and set spending limits. The embrace of AI agents stands in stark contrast to…
As Amazon blocks AI agents from shopping on its site, Walmart is taking the opposite approach, introducing new technology that lets AI agents make purchases on customers' behalf, with controls over spending and transaction approvals.
Google would certainly prefer that everyone used its Gemini models with Google Cloud services, but soon, you'll have more options. OpenAI and Google have come to an arrangement that will see the former's frontier models arrive in Google Cloud services. Perhaps more importantly,…
Today's PHP Security Release, and How We're Strengthening PHP Security If you're running anything on PHP it's vital you upgrade - today's updates (across the entire PHP 8.x line) address two remote code execution holes, and there have been exploits circulating since last night,…