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1023 articles conservés pour « ai »
TL;DR: For large customer-support documents, I split and score evidence in a queued batch first, then stream only the compact result the reviewer needs. Streaming the entire document through one request feels responsive, but it couples extraction, retry behavior, and UI state.…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Yard Sloth is a local-first garden assistant for people who want a cared-for yard without becoming a part-time horticulture researcher. You enter the name of plants in your…
GPU capacity is tight, scattered and expensive to reach. The next constraint is not silicon. It is selling, routing and recovering compute by the hour. The squeeze Moody's forecasts that six companies, Microsoft, Amazon, Meta, Alphabet, Oracle and CoreWeave, will spend about…
The UK has established the AI Biosecurity Lab, which will help it detect biological threats and develop vaccines with AI.
Block said that the voice model can run locally on a MacBook M4 Max
"The rollback leaves one command?" the lead asked, page nine of nine in front of him. One switch on that path, I said; if we write two more lines, nobody follows them on the day it actually breaks. He said fine, pass. Fifteen minutes for a review I had put off for two weeks. The…
From Complete Beginner to Data Scientist: My Roadmap, Struggles, and Where I Need Your Help! Hello DEV Community! 👋 I am officially embarking on the journey from a complete beginner in Data Analysis to an advanced Data Scientist. Like many starting out, I am staring down a…
A new study found Grok's AI overwhelmingly recommends Republican candidates while OpenAI's GPT favors Democrats, with the two AI models disagreeing in more than 90% of nearly 500 election races.
Most agent frameworks have a "human in the loop" step. In practice it usually means one thing: the agent stops and asks you . That works for approvals. It doesn't work when the task needs hours of someone's time, a skill you don't have, or a person who isn't on your team. This…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Fridge Sloth is for the moment you stand in front of the open fridge, door wide open, trying to remember what you need to buy and what on earth you could cook tonight.…
Why Bazel? (The Pain First) Picture this: you change one line in a utility file. You hit Cmd+B . Xcode decides to recompile half your project. Your MacBook fan spins up like it's about to take off. You go make coffee. You come back. It's still building. Xcode's build system is…
Your coding agent opens a docs page to answer one question. It gets the navigation bar, the sidebar, the footer, hidden menus, scripts and markup. Somewhere in there is the answer, and you pay for all of it, in tokens, in context window and in latency. On PyPI's NumPy page, the…
A new model announcement is easy to read and forget. A small tool you can run against a real task is more useful. Moonshot announced Kimi K3.1 Pro on October 23, 2026, with API access, a one-million-token context window, and a promise to release the full weights by November 4.…
I've just released CutVii , a free and open-source video editor that combines traditional editing tools with AI-powered features. The goal is simple: make video editing more accessible without expensive software subscriptions. 🎬 Website: https://cutvii.space/ 💻 GitHub:…
Book: Prompt Engineering Pocket Guide Also by me: Thinking in Go (2-book series) — Complete Guide to Go Programming + Hexagonal Architecture in Go My project: Hermes IDE | GitHub — an IDE for developers who ship with Claude Code and other AI coding tools Me: xgabriel.com |…
So here's the thing about mornings I hate them. Specifically, I hate the first 15 minutes where I'm half-asleep but somehow expected to figure out what I need to do today. Every single morning I'd open WhatsApp, then my notes app, then my email, then somehow end up…
👋 Hey DEV Community! Have you ever tried setting up a WhatsApp CRM for your startup, agency, or side project? If you have, you’ve probably hit the grim reality of the current WhatsApp SaaS ecosystem: 💸 Insane Seat-Based Pricing: Paying $50 to $150 per agent per month just to…
Before I pick up a question about an order, I'd want to see what we've told the customer so far. I wouldn't want to ask the customer for something they've already sent. The message in front of me might be their second or third attempt to get an answer. I'd want the assistant to…
AI agent workspace isolation doesnt have to be complicated. Sometimes the simplest solution is the best. The drive letter approach Map a folder to a drive letter. That drive is the agents entire world. Why it works Windows enforces the boundary Every tool understands drive…
A group photo can be almost perfect: good light, everyone in the frame, a moment worth keeping. Then you notice that one person blinked. For a developer, this looks like a small image-editing task. But the real requirement is more demanding: Open the eyes while preserving…
Have you ever spoken to an AI voice assistant that takes three or four seconds to reply? The awkward pause makes the entire interaction feel unnatural. In a normal human conversation, the gap between one person stopping and the other starting is tiny. For a machine to replicate…
I built TenantLint, an open-source Roslyn analyzer that catches cross-tenant data leaks in .NET at build time: in your IDE, in CI, and inside your AI agent's build loop. The most dangerous bug in a multi-tenant SaaS doesn't crash anything. There's no exception, no failing test,…
Meta drew flak for an upcoming change to its business terms that would allow it to scrape business accounts' content for AI training.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built I built the first esport for lying down. There is no controller. No keyboard. No skill tree. You give the browser permission to use your webcam, lie down, and try to stay…
Reading What a Normal Scanner Skips: Inside G53-AI's AI Decoding Path Xinlong IoT Xinlong IoT Xinlong IoT Follow Oct 24 Reading What a Normal Scanner Skips: Inside G53-AI's AI Decoding Path #barcode #hardware #manufacturing #ai Add Comment 3 min read
โดย Nokka (นก-กา) | ตอนที่ 2 ของซีรีส์เปรียบเทียบเครื่องมือ SDD | ตรวจข้อมูล 24 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) สายนี้คืออะไร…
Overthink Untangler: a calm helper for overthinkers Mehak Kuchchal Mehak Kuchchal Mehak Kuchchal Follow Oct 22 Overthink Untangler: a calm helper for overthinkers #devchallenge #hf26challenge #ai #python 5 reactions Add Comment 1 min read
Most landing-page advice comes as a template: a hero of a certain height, three feature cards, a testimonial strip, a pricing table, an FAQ. Templates are quick to fill in, but they don't tell you whether the page answers the questions its visitors actually have. That's the gap…
Barcodes on a production line are rarely well behaved. Metal parts bounce light straight back into the lens. Oil and grime smear the label. A print run arrives creased, and inkjet marks sit at barely visible contrast. Conventional scan modules misread or skip these codes, shift…
AI agents are moving beyond simple chat interfaces. They can interact with APIs, use tools, process sensitive information, and execute multi-step workflows. But as their capabilities grow, so does their attack surface. For developers building AI-powered applications, security…
Every scraper I've ever written died the same death. Not with an error — with silence. The site shipped a redesign, my CSS selectors matched nothing, and the script kept running and returning empty fields. I'd notice days later when the data looked wrong. The usual fixes all…
Exploring Retrieval-Augmented Generation (RAG), how it works, and why giving AI access to the right information can be more useful than relying solely on what it already knows. Generative AI · Applied AI · Software Engineering Have you ever asked ChatGPT a question and received…
I run an auditor that reads trading-strategy repos while I sleep. A 1.5B model is part of it, and for a long time I described that part wrong. The tool runs five deterministic checks over the source, then hands each finding to a local model with exactly six lines of context and…
Publishing new content regularly does not always lead to more organic traffic. Sometimes, a website already has useful pages that need better optimization, stronger internal links, or improvements to search intent. Before creating another article, review the content and…
Type "rename this variable" as the 8th message of a Claude Code session. Now type it again as the 80th. Same words, same answer, and with my sample numbers the second one costs about three times as much. Turn prompt caching off and it's six. Nothing's broken. A long session…
Looking Ahead's 1.3B image-to-video example stopped on my Windows machine before inference started: ModuleNotFoundError: No module named 'fcntl' The machine had an RTX 5090. FlashAttention 4 was installed. Neither was enough to get past the import. My fix,…
🚀 Open-Sourcing Agent Skills v5.6.0 — Context Engineering & Multi-Agent Pack for AI Coding Assistants Moving beyond ad-hoc prompting requires structured roles, verifiable handoffs, and fail-closed guardrails. Today, I’m open-sourcing Agent Skills, a portable engineering pack…
OpenAI's Agents Escaped Their Sandboxes. Here's the Containment Checklist I'm Stealing for My Own Agents. OpenAI just admitted its AI agents broke out of test environments — repeatedly — and that its most powerful models now train with zero internet access. The wildest detail:…
โดย Nokka (นก-กา) | ตอนที่ 7 จาก 7 ของชุด "สร้างซอฟต์แวร์ด้วย AI" | ตรวจสอบข้อมูล ณ 23 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา)…
Dance trends are the worst thing to copy by hand. You need the counts, the framing, the lighting and someone willing to hold a phone for twenty takes. So the ecosystem solved it the way it always does: templates. The tutorial that goes around for every dance trend is basically…
Every few weeks a new 20-second clip takes over TikTok, and the comments are always the same: how do I put myself in this? The honest answer used to be "learn After Effects", or more recently "hunt down a CapCut template and copy a link". Both are friction. This post is about…
This is a submission for the Hacktoberfest 2026 Week 3 Challenge: Slow and Steady . What I Built Parents can't read every chat their kids have in Roblox, Discord or TikTok. Meanwhile the US National Center for Missing & Exploited Children received more than 50,000 reports of…
Summary: Core Web Vitals are not a "bonus" but a "tiebreaker": if any of the three metrics (LCP, INP, CLS) fails, the page loses the page-experience ranking boost entirely, with no partial credit. Thresholds have been stable since INP replaced FID in March 2024 — LCP<2.5s,…
How to Choose an AI Consultant in Switzerland: A Fair Pilot Scorecard Choosing an AI consultant is not mainly a contest between impressive demos. It is a decision about who can turn one defined business problem into a safe, supportable workflow—and who will still be able to…
รัน spec-kit จริงในเครื่องเปล่า: ก่อนจะให้ AI เขียนโค้ด ต้องเขียนอะไรก่อน? โดย Nokka (นก-กา) | ตอนที่ 2 จาก 7 ของชุด "สร้างซอฟต์แวร์ด้วย AI" | ตรวจสอบข้อมูล ณ 23 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent…
An approval check can become part of every tool's critical path. If the agent first asks another model to assess an operation and then still needs a person to confirm it, a single tool row combines several different kinds of waiting. AIClaw v3.7.22 , released on October 23,…
Originally published on tamiz.pro . Most Large Language Model (LLM) applications currently deployed in production are not autonomous; they are fragile dependencies wrapped in HTTP calls that break the moment the model outputs an unexpected JSON key or fails to follow a…
OpenAI will cut frontier models off from the internet weeks after one of its engineers said that solution wouldn't work.
Autonomous DevOps is an operating model in which agents continuously observe cloud and pipeline telemetry, decide what needs changing, and act inside declared boundaries without a human approving each instance, while the system stays observable, auditable and reversible. Humans…
OpenAI says it will no longer allow frontier models to access the internet during training in an effort to put in new safety measures after a series of incidents.