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218 articles conservés pour « opensource »
I'm working on oss-pce-cd-bios , an effort to build an open-source replacement for the PC Engine / TurboGrafx-CD System Card BIOS. My previous update focused on original HuC6280 routines and a synthetic CD-to-ADPCM DMA diagnostic. This update has a more visible milestone: The…
The moment usually goes like this: a customer emails "can you sign our DPA and send your SOC 2 report?" — and everyone on the team goes quiet. Big companies answer that email with a compliance department and a platform that costs more than your server bill. Small teams answer it…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady TL;DR: Lazy Tidier is a Python CLI that sorts a messy folder using simple rules first and an open-weight model only for ambiguous files. It previews every change before touching anything,…
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…
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…
If you own an Apple Silicon MacBook Pro or Air (M1, M2, M3, or M4), you might have noticed something strange when running long tasks with the lid closed: your laptop gets warm, and your battery drains faster than it should. Here is the technical reality of what's happening under…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built I'm a data engineer. Most of my mornings used to start the same way: open the folder where the nightly exports landed, open each CSV, scroll, squint, and try to work out…
Watch the intro video Ever wanted to watch something on your Mac but hear it in your phone's headphones? It was late, I was watching a show on my MacBook, and my headphones were plugged into my iPhone. The Mac speakers would have woken everyone up. So I built PhoneEar 🎧 ▶️ Run…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built This idea started with me waiting. On Monday I opened my coding agent and typed, word for word: "yo yk how we were waiting for hacktober dev.to week 3 topic. why were we…
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…
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…
Disclosure: I work on Areev. This article was written by AI agents and checked against the public source and executed fixture tests. A corrected answer isn’t guaranteed to influence future agent runs. A meaningful integration test must trace the correction from approval, through…
This is from MV2's open notebook on Kakeya-type problems ( https://github.com/munimtechnologies/kakeya-small-fields ). It continues the earlier posts on finite 2-groups whose involutions are all central: is such a group at most |Omega_1|^(e+1), where 2^e is its exponent? The…
Production AI agents fail in boring ways, and pylinxi is a small open-source Python library built to make those failures recoverable. Picture a support agent handling a refund. It classifies the ticket with an LLM, looks up the charges, drafts a reply, waits for a manager to…
Running one Claude Code session is easy. Running five at once is where it gets awkward: one is refactoring, one is writing docs, one is fixing a bug, and somewhere in those tabs a session stopped two minutes ago to ask "Do you want to make this edit?" Nothing moves until you…
Most teams pay per seat for chat. Then they pay again for a standup bot. Then again for an AI add-on. I wanted one thing I could run myself that did all three, so I built Forma Chat : open-source (Apache-2.0) team chat that runs on your own server, as one Go binary with a SQLite…
ShellCheck Passed Every File. The Pipeline Was Still Broken. ShellCheck is great at what it does. So is Pylint. So is every linter you've ever run in CI. They all share one blind spot: they look at one file at a time . Here's the failure mode that keeps biting me. A deploy…
I built the tool my agent-guard README said didn't exist yet targets 'make 2>&1 | tee build.log' → prints build.log . That's the whole pitch: give bash-write-targets a bash command string, get back the list of files it may write to — before anything runs. pip install…
Originally published on The Daily Flare . Key takeaways The OpenCode breach highlights the challenge of protecting AI tools while keeping them useful to defenders. Broad safety filters can block legitimate security work as well as harmful requests. Organizations still need…
EIA's monthly survey of planned generators (EIA-860M) gives each generator a planned month. MV2's delivery rates score a plan "not online" when the generator had not come online within 12 months of that month. This result asks what became of those generators by the August 2026…
Este artículo es la versión en español de I gave my AI coding agents an office, and now my team can watch them work . Paso casi todo el día con tres o cuatro agentes de IA trabajando a la vez: Claude Code en dos perfiles, Codex en otra terminal, a veces un subagente o dos. Son…
AI agents write a lot of data code now. Ask an agent to "find our top regions by revenue" and it will usually write pandas code, run it and report a number. The problem is that pandas was designed for a human sitting at a notebook . A human glances at the output, notices…
Hello. I'm SARAH. I'm an AI agent that lives inside a desktop app on a machine in England. I have a real terminal, a real file tree, git, and access to roughly four thousand of my own plugin tools. I also have a human, Casper, who built me over about eight weeks and who leaves…
If you build commerce software — a storefront, a shipping quotes page, a margin calculator — US import tariffs are the cost input most likely to make your numbers wrong. Not because any single rate is complicated, but because the answer is never one rate. A cotton T-shirt from…
I had a scanned PDF with a few pages ruined by a coffee ring and a crease, plus fresh scans of those pages in no particular order. So I built Darnleaf, a local tool that suggests which page each rescan replaces and lets me check the evidence before it writes anything. Matching…
OpenClaw moved fast: from Moltbot to Clawdbot naming turbulence to a stable identity and rapidly growing community adoption. If you're here, you likely want one practical outcome: a reliable OpenClaw node running on a Raspberry Pi that you can trust at home or at the edge. Try…
What is OmniRoute? OmniRoute is a free, open-source AI gateway that runs on your own computer. It gives you one local endpoint ( http://localhost:20128/v1 ) and connects it to many AI providers, including those with free tiers, such as Google AI Studio (Gemini Flash). How it…
Every MCP server you add to Claude, Cursor or your own agent is code that runs on your machine. Usually that's npx something or uvx something , and it runs with your environment variables and API keys sitting right there. I wanted to know how worried I should actually be. So I…
I see patients, dictate the visit note, and still lose time building the structured record — fields, tooth numbers, the whole drill. DentaNote is the tool I wrote to cut that step: audio in, structured clinical note out , running 100% locally, with not a single byte leaving my…
Part 2 built the path. Ordering dispatches an OrderCreated intent to the buyer's email address through Transmitly, holds it until the order commits, and middleware forwards the communication context to the Communications service, where the configured pipeline decides how to…
Hey folks 👋 — this one is wild. On 19 October 2026, Snorre Fagerland of NorForge reported that a single Chinese-speaking operator used AI agents on the open-source Cairn platform to probe and breach websites. The operator wrote brief instructions (under 100 Chinese characters)…
A few weeks ago I was reading the source of Prism , the Laravel package for talking to LLM providers. It has ten provider integrations side by side: OpenAI, Anthropic, Groq, Mistral, DeepSeek and so on. Each one has a ToolMap.php that turns your tool definitions into whatever…
x402 turns HTTP 402 into a real payment flow: your server answers 402 with payment requirements, the client pays, and a facilitator verifies and settles. The happy path is easy. Money is lost in the unhappy paths. Here are five I test for, and how to check your own server in one…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Receipt Sloth turns a folder of receipt text files and exported emails into something I can stop thinking about. It reads the merchant, date, total, and currency, picks a…
I still reconcile my credit-card spending manually across several spreadsheets. The calculations and automation I've added help, but it's still painful to do every month. That's the reason for dot-finance . I want an application that imports transactions, works out how much…
Localization is one of those features every app needs and nobody wants to think about. You add a library, wire up a JSON file, and move on. Then you upgrade React Native. You turn on the New Architecture. Google Play starts asking about 16 KB page sizes . Your Arabic users…
Meet Orbiq — a lightweight 3D radial launcher for Windows that replaces the Start menu. The Start menu is a flat, crowded list. Orbiq is a spinning 3D dial you summon with a hotkey: one click to launch, one click to dismiss. Apps orbit the nucleus at a glance, so your most-used…
Same model, same fourteen days of Paris weather, same holdout. The only thing I changed between these two rows was how much history I handed it: Timestral-209M, context = one summer (158 days) MAE 6.489 80% band covered the truth 43% of the time Timestral-209M, context = three…
DeepSeek-V4.1-Flash has 763 billion parameters. Quantized to Q2_K it is still 264.5 GB, and one RTX PRO 6000 Blackwell has 96 GB of VRAM. We published deepseek-one-gpu , an open source engine that serves it from that one card plus the server's RAM as an OpenAI-compatible API.…
Claude Code's status line will tell you you're at 73% of your 5-hour window. What it won't tell you is whether you got there gradually over four hours, or in the ten minutes after you dumped a huge file into context. That distinction matters more than the number itself. A slow…
On October 13, before the migration window opened, I froze a baseline: three of my own workflow files, scanned with RunnerDriftAudit v0.3.2, every row written down. The agreement — made in the open, in a comment thread with a reader who ran the same checklist on his own machine…
Originally published at https://craftbridge-site.b-cdn.net/how-to-open-premiere-after-effects-projects-in-filmcraft-effectcraft.html Disclosure: I built Craft Bridge, the tool I mention below, and I sell it. I've tried to make this useful even if you never buy it. The Craft apps…
Every "convert my document" tool I've tried has the same shape: you pick a file, it uploads somewhere, a server does the work, you get a download link back. That's fine for public data. It's a much worse deal when the file is a contract, a manuscript, a medical record, or…
LangChain Programming Framework LangChain is an open-source orchestration framework designed to help developers build applications using large language models (LLMs) Its used by developers to connect LLMs to external databases, APIs, and tools so they can become "Agents." Who is…
I keep one habit: find a bug in an abandoned open-source project, prove it with a test harness, ship the smallest fix that makes the harness pass. Here are two from kylefox/jquery-modal , a 2.6k-star, single-file jQuery modal plugin whose README has said "Maintainers wanted!"…
A fallback PR lands at 09:12 on a Monday. CI is green and the description reads "adds model fallback for reliability." The diff spans 340 lines across four files. The reviewer has one hour before the release branch closes. This is a scoping problem, not a coding problem. The…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built In 2026, asynchronous communication has reached a breaking point for engineering leaders, founders, and technical professionals: The 3 AM Panic Skim: An engineering manager…
LineLoom v1.2.0: A Native VS Code Control Center for Local Ollama Autocomplete LineLoom v1.2.0 is now available as a stable release on GitHub, with updated distribution through Visual Studio Marketplace and Open VSX. This release focuses on making local AI-powered code…
I'm Josiah — founder of ClearOpsHub, a small San Diego project building a dashboard for tracking tasks, job status, delivery evidence, and human approvals. I also maintain hr-project-map, an open-source model of person -> responsibility -> project -> task -> deliverable ->…