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195 articles conservés pour « productivity »
All three now export OpenTelemetry. One local collector and a short script turn it into a single cost ledger, once you fix three fields. Three streams, one funnel, one stack of receipts. TL;DR Between 13 and 15 October, Claude Code, Codex and Gemini CLI each shipped a telemetry…
Why orthogonal projections eliminate catastrophic forgetting in autoregressive Transformers—and the mathematical reason behind the 62% downstream plasticity penalty. The Continual Learning Dilemma in LLMs Fine-tuning Large Language Models sequentially without retraining from…
Most website projects do not stall because of design problems. They stall because of content. The designer is ready to begin, the schedule is set, and then everything pauses while the business owner hunts for photographs, rewrites descriptions, and argues with a colleague about…
A skill that works when you try it has passed one test, graded by you, once. For months, this is how I tested my Claude Code skills. Open a sample project, create a clean branch, run the skill, read what it wrote. If it looked right, ship it. That isn't nothing. It's a real test…
Most first sales calls go wrong in the first five minutes. Not because the founder or SDR said something rude, but because they skipped discovery and jumped straight into a demo. Good discovery questions are the cheapest sales training you can give yourself: they tell you…
A few months ago my typical afternoon looked like this: four terminal tabs, four Claude Code sessions, four tasks. One was writing tests. One was refactoring a route. One had finished twenty minutes earlier. And one had been sitting on a question ("Use zod or valibot?") for half…
Short answer: you don't have to log out. Claude Code keeps its settings and history in one config folder, ~/.claude by default, and the CLAUDE_CONFIG_DIR variable points it at another one. Give each account its own folder and both stay signed in, side by side. crewrota is a…
I write technical documentation in Notion. A few weeks ago I needed to get back to “the version I sent to the client before the review” — a specific state I remembered clearly but couldn’t locate. I opened Page History and got a flat list of timestamps. No labels, no summaries,…
전달 메일을 업무로 바꾸는 도구를 만든다고 가정해 보겠습니다. 긴 원문 안에 새 담당자와 요청 사항을 덧붙여 저장하면, 고객이 실제로 말한 내용과 운영자가 나중에 해석한 내용이 섞이기 쉽습니다. 작은 설계 스케치에서는 둘을 처음부터 다른 값으로 다뤄볼 수 있습니다. 원문, 안내, 작업은 같은 데이터가 아닙니다 구분 담는 내용 바뀌는 계기 원문 참조 기존 메시지를 찾을 내부 식별자 참조할 메시지가 달라질 때 전달 안내 왜 이 대화를 공유하는지 맥락을 보완할 때 작업 요청 담당자·할 일·필요한 답…
If you use Claude Code, Cursor, or any agent that reads Markdown instructions, you probably have a folder of "skills": a deploy checklist, a code-review playbook, a set of rules someone shared on X. Look at where they came from. One is a gist, one was copied out of a GitHub repo…
If you run a small business and you are choosing an AI assistant, "which one is best?" is the wrong first question. A better one: which tools are people actually using, and which way is that moving? I track public data on this. It is not a count of users, and it is not a quality…
Most of us save a lot of links. For years, our AI tools could not see any of them. When you ask Claude about something you read, it answers from the open web, not from the sources you picked. So we added a Model Context Protocol (MCP) server to Kyurations, our bookmarking app.…
A screenshot is usually described by its size: 1920 wide, 1080 tall, 2.1 MB. That is only one of the things the file holds. Underneath the picture, every screenshot also carries a pixel grid, a DPI number and, on a modern Mac or a wide-gamut Windows laptop, a colour profile.…
The Great Misunderstanding: Why We Fear AI Instead of Empowering It There is a pervasive narrative surrounding AI today, one that grips the public imagination with fear rather than possibility. It’s a common theme on social media and in tech circles: people refuse to see AI as…
Late invoices are rarely about bad clients. Most of the time the invoice is sitting in someone's inbox, waiting for an approval nobody asked for. A clear, polite, scheduled follow-up fixes most of it. Here's the sequence I use. Before you send the invoice Put the due date and…
The first month with an AI coding agent, I did what most people do: I got better at prompting. I learned to say "be minimal", to paste error logs, to ask for plans first. It helped a little. What actually changed things was unglamorous — I wrote the onboarding doc I would give a…
Written with AI assistance. Staff, contractors and part-timers often ask for a payslip, for a loan, a rental application or their own records. You don't need payroll software for that. A clear salary slip format in Excel, filled automatically from a simple monthly register, does…
A button gets renamed and the demo video on your docs site is now wrong. Someone re-records the screen, re-cuts the video and exports it again. The same chore comes back with every release, and when it gets skipped, users follow a video of a screen they no longer see. This is…
Author's Note: This benchmark was originally tested and published with full high-resolution spreadsheets, error logs, and reproducible prompt formulas on AISparkHub . Introduction If you have ever tried to convert a scanned PDF, receipt, financial statement, or image of a table…
Originally published in TL;JP , a weekly, fact-checked read on what Japanese AI and tech practitioners are saying on X. On Japanese X, the week of Oct 20 - Oct 26, 2026 kept coming back to one question: what is AI allowed to touch? Some people pointed Claude Code at their whole…
Have you ever scanned a QR code that looked perfectly fine on a high-resolution screen, but failed miserably when printed? It happens all the time. Low contrast, missing quiet zones, or oversized logos can easily break the error correction data inside a QR code, rendering it…
RIP scrum. Scrummed in peace. The agents now ship a feature before the team agrees whether it's 3 or 5 story points. Half joke. Planning poker made sense when a 5 point ticket meant a few days of someone's time. Now Claude Code or Cursor can draft that ticket before lunch, and…
AI collaboration tools are changing how teams plan projects, share information, and get work done. But I think there's an important distinction that often gets missed: helping people communicate faster is not the same as helping a team deliver work faster. A tool that summarizes…
I rebuilt ten years of Notion’s homepage as a dashboard. The product moved first almost every time. In June 2016, Notion’s homepage called it a tool “made for modern thinkers.” In August 2026 it says “Where teams and agents think together.” Six positioning phases sit between…
I had 97% disk space used (about 6GB), and a memory pressure warning. I hadn’t installed any large programs. It turned out I had a lot of caching, session logs and processes from my AI coding tools. I made a CLI tool called unclog . It is Free and Open Source (MIT Licence), for…
Running three small websites shouldn't mean paying for three separate SEO subscriptions. But a cheap rank tracker can still be a poor fit if its keyword allowance runs out on your biggest site. Screpy, SERPRobot, Wincher, Mangools SERPWatcher and Serpfox are worth comparing. The…
I run a one-person R&D operation that ships industrial sensing products — analogue boards, microcontroller firmware, PC tools. Most of the typing is done by AI coding agents (mainly Claude Code). They are fast, and for a year they failed in the same four ways: They extended the…
If you are preparing for a Salesforce developer job, you probably know the feeling. You read the notes, watch the videos, and then freeze when an interviewer asks you a real question. I wanted a way to practice that feels like a real conversation, so I built a practice coach for…
I run 14 ventures with no employees. That claim is cheap. What is less cheap is writing down every job a company needs and putting a name next to each one. So I did. The table below is generated from the system map of my studio every time the site builds. It lists the functions…
If you use Cursor, you may have seen your default model flip to Grok. Cursor has been defaulting to Grok since SpaceX bought the company in August. The plans from 12 October include usage for Grok only. Other models like Claude are billed at API list price from the first…
Originally published on butterneck.com . Most AI change requests that go wrong were not hard changes. The AI changed the wrong button, rewrote a sentence nobody asked it to touch, or made the page "cleaner" in a way nobody meant. The fix is usually in how the request was…
Automating Multi‑Platform Content Publishing with a Node.js Generator TL;DR: I added a small Node.js generator that creates platform‑specific markdown/JSON files (Medium, Substack, Bluesky) from a single source and updates metadata.json automatically. The change eliminates…
The Proof-Carrying Patch: Building a Verification Gate for AI-Generated Code A practical engineering tutorial for software developers and AI engineers By Akshat Raj | Software Engineering · AI Engineering · Developer Tooling Abstract AI coding agents can generate…
Originally published in German on syntaxlabor.de . As of October 19, 2026; prices and features checked against the live pricing pages, USD excluding VAT. Both tools promise the same thing: type less, ship more. The difference is the interface and the control model . Cursor is an…
How to write commit messages your future self can search, plus conventional commits Run git log --oneline on almost any project and you'll find a stretch like this. a1f3c2e wip 9be07d1 fix 3c44a9f more fixes e02b8d1 asdf 7d1f6aa final changes for real Every one of those commits…
Hi DEV! I'm Finley Griffin, a DevOps Engineer. Why I'm writing this A tiny habit: keep one scratch file per topic. It makes experimentation cheap and cleanup easy. A few notes Start with the smallest example that works Write down the error before trying to fix it Keep…
The first time an AI assistant handed me a confident, beautifully formatted answer that turned out to be invented, it wasn't a disaster. It was a phone number. It looked right, it had the right area code, and it belonged to nobody. I caught it because I happened to know the real…
Written with AI assistance. Running out of your best seller is expensive, and so is a shelf of things you ordered too much of. The fix isn't clever. It's knowing, each morning, what's low and how fast it's moving. Here's a small reorder sheet built from a stock log : you record…
โดย Nokka (นก-กา) | ตรวจข้อมูล 27 ต.ค. 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) โพสต์หนึ่งบน X เมื่อ 26 ตุลาคม 2026 ตามเวลาสากล หรือเช้ามืด 27 ตุลาคมตามเวลาไทย…
As developers, we rename things constantly. A variable name for JavaScript, a function name for Python, a slug for a URL, a constant for an env file — and every one of them wants a different letter case. I kept fixing capitalization by hand, so I built a small free tool for it:…
Have you ever heard crackling, buzzing, or distorted sounds coming from your laptop speakers? This can affect music, videos, online meetings, and everyday work. Before replacing your speakers, try these six troubleshooting steps. 1. Lower the Volume Reduce your laptop volume to…
Compare offers in net-worth-per-hour, not headline salary The gut always loses to the printer. When two offers sit on your desk, the temptation is to stare at the base salary and let that decide the contest. Base salary is a marketing number. Real compensation includes every…
A 440,000-view thread on X is making the rounds in AI dev communities right now. Someone named Eric Cole laid out a 7-day plan to build a content side hustle, and a Chinese creator named Emily broke it down for her audience. The plan is clean, the sequencing is reasonable, and…
夜も DM や連絡は使いたいなら、インスタや YouTube を minulo の中で開き、寝る時間には公式アプリを止める方法がいちばん合います。minulo ではリールとショートを無料で消せて、DM はそのまま使えます。公式アプリのブロックも無料で、1回2時間までです。毎晩決まった時刻に自動でブロックが入る予定は Pro の機能です。iPhone の休止時間でも止められますが、アプリごと止まるので、インスタの DM も使えなくなります。 minulo は私（北林 歩）が作ったアプリです。iPhone の設定の手順は、Apple の iPhone…
Get Subscription Audit Lite : a free ($0+) .xlsx audit sheet for Google Sheets or Excel. It has 30 rows, Monthly/Yearly cycles, Keep/Cancel/Review dropdowns, and totals for monthly cost, yearly cost and potential yearly savings. The hard part of a subscription audit isn't the…
Mastering Technical Documentation: Overcoming Challenges for Enhanced Productivity Effectively reading and processing technical documentation is a cornerstone skill for programmers. Mastery in this area not only enhances productivity but also ensures success in both learning and…
Hi everyone! How’s it going? I hope you’re all doing well 🙂 I want to talk about something non-technical, but still important—especially for developers: just start . Starting a new routine or task can be hard. Sometimes we want to plan every step and get everything right before…
If you use ChatGPT, Claude, Gemini or Grok every day, your chat history slowly turns into a personal knowledge base: prompts that worked, code snippets, research notes, decisions. The problem is that it lives in several places, and each one has its own search. Here is a simple…
Most dictation apps work the same way. You talk, your audio goes up to a cloud server, and text comes back. That's fine for a shopping list. It's less fine when you're dictating a legal draft, patient notes, or an email about a deal that hasn't been announced. So I built Quiet…
A 4B decision model on a Mac Mini, and the 30 lines of UI that make it honest. Ask a chatbot "should I take this job?" and you get three paragraphs. They will be well written, they will mention trade-offs, and they will quietly commit to an answer that the model did not actually…