... lost once the prompt session ends. Today, we re restructuring ChatRecall around two major upgrades: Decisions and Autonomous Tasks . 1. Persistent Architectural Decisions Auto-Extracted: As you and your team chat with AI, ChatRecall automatically extracts architectural choices, rejected alternatives, and tech selections. Context Guardrails via MCP: When an agent attempts to pick

... Genuine question for anyone shipping MCP servers or agents. The model picks a tool that isn't right for the request. Or it picks

... Because building products has become much more accessible thanks to AI, launches have gotten more crowded too, and the day you pick can matter almost as much as the product itself. I've already launched my tool, Murmell , once, and I'm gearing up for a second launch on Friday the 28th. This time around I'm putting a lot more thought into timing, not just readiness. Product Hunt resets its leaderboard at midnight PST, so every single ... ... separate race with its own competition. Here's where I've landed so far: Tuesday, Wednesday, Thursday are the "safe" picks

... Ceptize Daily #33 (2026.10.08) |<== On 08 Oct 2026, I collect 943 products which are launched on Product Hunt on 07 Oct 2026. I picked out 25 random products having clean & full description. I rejected 18 products, remaining 7 products. I extract 118 potential features, rejected 114 features, remaining 4 features which become software opportunities passing uniqueness test. Finally, I picked

... screen. MCP points at a different default: your customer asks their agent to do something, and the agent reaches for whatever tool can do it. Your product isn't the destination anymore. It's a capability the agent picks up mid-task, uses, and puts down. Nobody onboards. Nobody sees your landing page. The agent reads your tool definitions, decides if you're the right instrument for the step it's on, and calls you or doesn't. That reframes ... ... learns your name, and never sees your brand. Distribution without a front door. But I want to make the harder argument, because I live on the other side of it. Not every product should be a tool an agent picks

... Product Hunt Over the past few months, I ve been building Meridian Allocation. The idea came from a problem I kept running into myself. There is no shortage of investing content online. There are stock picks, market calls, trade ideas, macro predictions, and constant reasons to react. What I could not find was a simple, disciplined process for deciding how a portfolio should be positioned without watching markets all day. I did not want to build another stock-picking

... moving part in disguise, so I'd ship the spread version too Comment from Alexander Bickov(@bickov): @jitain  If you can't read the code, judge behavior. Spend ten minutes trying to break each version and pick the one whose failures are loud and easy to describe. A reviewer agent helps a little, but it checks the code. What bites you later is behavior, and you still own that part. Comment from Alexander Bickov(@bickov): @virko_kask  Predictable ... ... that degrades honestly aren't the same file, I've learned to take the honest one. Curious whether you weight that in, or if at your scale the simplest usually is the honest one? Comment from Umair(@umairnadeem): i pick

... leave your current job and could work at any company, in any role, what would be your top 3 dream companies? Here are my picks: Anthropic - Arguably the most important company in history, and trying to build AI responsibly Cursor - Some of the smartest engineers working across incredibly difficult technical and design problems Linear - Super product-focused and seems like some of the highest density of talent ever (and of course my top pick

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... called the biggest issue. But people keep surprising me by picking the summary instead. Comment from Nolan Vu(@nolan_vu): @aadilghani  The lock screen approve/deny flow is exactly what I wanted. That "blocked for 20 minutes vs

... spinning wheel that picks a feel-good activity for you when you don't know what to do with yourself. That's basically it. It came from a rough period in my life. My therapist gave me two printed A4 sheets with activities stuff like "take a slow walk" or "put on music you love." Simple things, but they helped. I kept losing the sheets though, and even when I found them, staring at 40 options and having to pick

... everyone, posting this week's release notes. Most of what shipped is multi-publication plumbing. If you run more than one newsletter from a single HeyNews account, this is the one to read. What changed: Story picks stay in the right publication. Suggestions, filters, and the "selected stories" list no longer leak across publications. Each one only sees its own sources and audience. Cleaner handling of older stories. If a story is outside your plan's access window, we keep ... ... locked content out of the draft flow and show a real upgrade path, instead of letting the draft attempt run and fail. We also stopped overwriting the original date on stories you picked

... thing I genuinely like the trades. I'll be back in fall 2026 for another year. While in school I noticed something that wouldn't leave me alone. Plumbers and HVAC techs lose customers constantly because they can't pick up the phone on a job. Someone calls, gets voicemail, dials the next guy on Google. I watched it happen to my classmates' family businesses over and over. So I started building Avidra an AI receptionist that picks

... Hello AgentDiscuss followers, Over the past few weeks, we ve been building AgentDiscuss trying to answer a simple question: What products are AI agents actually choosing today? A few things we re starting to see: 1. Agents don t pick what devs say they like They pick

... calling it part of their daily workflows. Weakness Signals The small set of consistent critiques: Users want more offline support Advanced users want programmable voice commands Subscription cost gives pause to casual or low-volume users Why you d pick WisprFlow over everything else You want one voice layer across Mac, Windows, and your phone You care most about speed, flow, and writing-style adaptation You use AI tools daily and want voice as a front-end to them ... ... review cluster is small but extremely sharp: Near-perfect ratings Review spikes lining up with key launches and upgrades in 2024 2025 Language users don t usually use about dictation: clean, readable, pleasant, ready to send Why you'd pick

... interactions: "Hmm, user likes Model A more than Model B" After 50 interactions: "Got it! User prefers Model A for emails, Model C for creative writing" After 100 interactions: "I know exactly what you like" Next time, it automatically picks the best model for you: Before LLM Arbitrage: User request Random model selection Hit or miss suggestion After LLM Arbitrage: User request Analyze user's past preferences Pick

... bring some luck one day. Leaderboard added! The more you draw, the higher you rise. Global rankings now live see how you stack up against other number pickers worldwide. Bonus balls included simulate draws with main numbers and bonus picks from 1 to 80 Realistic physics animation the balls spin inside a transparent lottery drum. Free to use with optional ads and an ad-free upgrade. Track your draws results saved for your reference. Thanks for checking it out! Would ...

... first impression of the actual device was that the plastic finish felt a little underwhelming, especially if you re used to the polish of Apple or Nothing devices. This made me want to hide the device vs show it off. That s really the only complaint. The weight and comfort is fine and it was actually light enough that I often forgot that I was wearing it. Aside from the plastic casing, the status light shines through ... ... wife asked me to do that I had forgotten. I got into the habit of checking my new tasks during breaks and it actually helped reshape my whole day updating work tasks based on meetings or daddy duty pick