... books to read someday" table six months old, nothing but titles. Have Happycapy do the homework: "Research each Reading List book in Notion Personal Home and add a one-line summary." Flip the Notion toggle, hit send. Authorization runs through Notion's own sign-in Happycapy sees only the pages you allow. It works in the open: thinking time, steps completed, which tool it's on reported as it runs

... loop There are exactly six moves between a pointer and a shipped feature, and I only make one of them: Continue. One detail worth savoring before the list: the button is  dead  while a milestone is running greyed out until the work is genuinely ready so I can only ever advance something that's done. I can't fat-finger the pipeline forward. The six moves: Blueprint.  Agent drafts the spec + user-story list. I comment until ... ... right.  No git yet. Continue start.  The system cuts initiative-42 off main and kicks off milestone 1. Milestone run

... benchmarks genuinely don't agree with each other depending on methodology, which is its own lesson. Price-per-output tells a different story than raw capability. Cursor's Composer 2.5 lands in the top three on capability index while running roughly 10-60x cheaper than the leaders, so if you're optimizing purely for $/task rather than fewest tokens per task, the ranking flips entirely. The free tier landscape just shifted under everyone. Antigravity relaunched ... ... multi-agent suite with a new CLI and Gemini 3.5 Flash as the default model, running

... find out it happened. High on both, it stops. A log line, a file write, a row in a table I own, all of that runs free whether it's undoable or not. What it cost me to find out: nothing dramatic, just a stretch of nobody looking. The agents had stopped running

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... reads it directly. Generated wrapper files tend to drift and become another thing to maintain. ### Why Headed Remote Browsers Matter The most important architectural decision was browser runtime. Headless browsers are useful. They are fast, cheap, and easy to run in CI. But they are not always faithful to real UI behavior. Some issues only appear in a headed browser: - focus and keyboard edge cases - OAuth or identity-provider flows - browser permission prompts - clipboard behavior - native dialogs - layout differences caused ... ... real window chrome - animations and timing that behave differently under headless mode - visual regressions that require human-like inspection - flows where a developer or tester needs to watch the run

... Building a Faster Medical Store: My 7-Day Experience with MyMedi HTML A few weeks ago, a client of mine who runs a local medical supply shop called me in a bit of a panic. Their existing online shop, built on a heavy database-driven content management system, was taking over six seconds to load on mobile devices. In the medical supply niche, customers are often in a hurry. They need to order bandages, digital thermometers, or diagnostic kits quickly ... ... blog layouts, cart, and checkout processes. The style and script files were organized neatly inside an assets folder containing subfolders for CSS, JS, and vendor plugins like Bootstrap and Slick slider. My first step with any template is to run

... agents can now run reliably for hours, days, and even across system failures. But keeping an agent running

... creator of Ghost Trax, I'm 41 live in Cambridge Uk, a dad of 2 and fully certified AuDHD. I've created a running app based solely on racing yourself or your friends Ghosts and getting realtime feedback against that Ghost. (a ghost is the exact GPS trace, timing, and splits of that run

... run Claude Code, Cursor, and Codex most of the day, and I keep flip-flopping between two setups that both feel wrong. Setup 1, babysit: I watch every command and approve everything myself. Nothing slips past me, but I'm stuck at the terminal and the whole point of running

... built Ota after years of watching the same thing happen: you clone a repo, follow the README, and hit a wall because the project s actual setup changed, while docs and run paths drifted out of sync. I wanted a reliable way to make the ready-to-run

... edit data in your database. Now, six years later, we have a whole new product , and again we're shipping... database editing. But this time it's a look into the future of how companies are going to be run. At the surface, this feature is kinda neat but nothing new. You can ask the Basedash AI to edit things in your database or call MCP servers to take action in other tools. But, being a BI product, Basedash ... ... business better. "If you extend this user's trial, they'll have a 50% higher chance of converting" "If you tweak your ad sequence with this copy, it'll increase conversion rate by 20%" One click to approve and run

... Retrace records every LLM and tool call in an agent run, lets you replay it step by step like a video, and lets you fork any step to change the input and see how the run

... built 10 20 smaller products (each generating $10k $50k MRR) managed entirely by AI agents? The math works out, the risk is distributed. And you don't need to be a monopolist to win. Pieter Levels has been running this playbook for years, with multiple products each solving a specific problem for a specific audience. But what's changed is the cost of execution. AI agents can now handle customer support, content, marketing workflows, and increasingly even product iteration ... ... overhead of running

... Comment from Anna Ludwinowski(@anna_ludwinowski): @getosmo  "The receipt IS the scope" - YES, that's a sharper way to collapse messaging and product into the same thing. Most people treat those as two separate problems (what we say vs. what we build) and you just made them the same mechanism. Comment from Anna Ludwinowski(@anna_ludwinowski): @tom_brothers  Yup, the terminal one you nailed already - "edit JSON to change a color" is the problem statement. That ... ... launch. My first instinct was to lead with "AI Chief of Staff" and explain the architecture. It fell flat. What actually landed was naming the specific mess: running

... video editors that phone home. CapCut sends data to ByteDance. Descript uploads everything to AWS. Runway is cloud-only and credits-based. We wanted an editor that stays on your hardware. Here's what you get: AI that runs locally: - Edit video by editing the transcript delete a sentence, the timeline cuts itself - Clone any voice from a 6-second sample - Remove filler words and silences in one click - Generate AI video from text using 9 models across 5 providers ... ... Runway, Pika, Kling, Luma, Seedance, or run

... agents are becoming part of everyday development, but most repos still don t have a clear way to tell an agent what is safe to run, what needs to be checked first, or which commands are actually trusted. That gap is what we re thinking about with Ota: making repo execution knowledge explicit enough for humans, CI, and AI agents to follow without guessing. Curious how other teams are handling this today. Comment from Fotso Tobou Achille(@achille82): Hi Adamma ... ... this really resonates. I build my app (NEXIA, an AI app) almost entirely with an AI coding agent, so "how do you tell the agent what's safe to run

... closest thing I have to a second developer. Claude - spec drafts, edge cases I might have missed, and talking through architecture decisions out loud. Supabase - auth and Postgres without having to run infrastructure. SoloChief - mine. I built it because I needed one place to run

... loop stopped. Here s the debug, in roughly the order it happened. The first clue: silence Pods restart sometimes and we re used to that, but the weird part was how quiet these restarts were. Every Node.js service we run has a SIGTERM handler that drains connections, flushes a few in-flight jobs, and writes a tidy goodbye line to the logs. None of those lines were there. The process was just gone, and a fresh ... ... kind of self-imposed exit. An unhandled rejection writes a stack trace, and a graceful shutdown writes a log line. Both would be in BetterStack, and there was nothing. So whatever killed the pod didn t let it run

... each agent step. Old school but zero latency. - For longer unattended runs I use a Python watchdog that sends me an iMessage via AppleScript when a run

... signal Something breaks in prod the next day because the agent did what I asked literally, but the feature doesn't REALLY work CI passing doesn't tell you whether clicking the button does anything. The more agents I run in parallel, the more PRs I'm merging without verifying. How are people handling this? - Click through every preview manually? (took 2-3 hours of my mornings) - Some kind of QA agent that drives the preview deploy? - Pre-merge integration ... ... this space. It's a second AI agent that takes each PR's preview deploy, opens it in a real browser via Browserbase, clicks through the feature, and fails the PR if it doesn't work. The verification runs

... data analyst to make it work for them. claribi.com is live now! Most analytics advice online is written for one of two audiences. Big data teams with a Snowflake bill and a Looker license. Or solo founders running everything in a Google Sheet. If you sit between those two, running

... Just shipped v0.26.0 , the biggest update since launch. The headline: Split Panes Split your window into a live grid and run four different agents from four different vendors at once, each in its own real terminal, next to your dev server and tests. - Different agents, one screen. Claude Code planning on the left, Codex implementing on the right, Gemini reviewing below, your npm run

... everyone! Three major features just landed in OpenCut AI and they all run locally on your machine. 1. AI Co-Pilot Agent This is the big one. Tell the editor what you want in plain English and it creates a step-by-step plan, then executes it. Examples: - "Make this a 60-second vertical reel with captions and trending music" - "Remove all silences and filler words, then normalize audio for YouTube" - "Add cinematic color grading and auto-duck the background ... ... describe your goal 2. The AI analyzes your current project (tracks, clips, transcript, duration) 3. It returns a multi-step editing plan with 19 possible action types 4. You review each step, then click Execute 5. Steps run

... founder of Challenge Run. I built it because I finished a great run