One thing we kept noticing while building AI products: coding agents can generate features extremely fast, but they still don t understand what users actually need unless someone manually translates feedback, support issues, analytics, and product discussions into actionable specs.
So we built Cleo AI at Axcelner to solve that operational gap for small AI-native B2B teams.
Cleo acts as a Product Ops agent that connects customer signals, product usage, support conversations, and team workflows into a single execution layer. Instead of manually triaging feedback across Slack, Jira, GitHub, analytics tools, and support tickets, the system continuously organizes and converts them into structured product actions.
Yesterday i saw a discussion by @hamza_afzal_butt Do you think AI is improving education, or does it make students too dependent?
so here i am sharing my thoughts about AI learning as i am also buliding AI exam tool :)
AI makes learning easier, but if it just gives answers, students might stop thinking for themselves. (not good, right) That s why I m building PrepareBuddy-an AI study assistant that guides learning instead of just providing quick solutions. It breaks down topics, offers step-by-step explanations, and encourages critical thinking.
Hey just shipped xshell a native desktop app that puts every Claude Code session, project, and cost in one window. One click to resume any past session with full scrollback. Built with Tauri 2 + Rust. Works on Windows, macOS, Linux. Honest feedback (especially the harsh kind) really helps https://xshell.sh https://github.com/MertPROJ/xshell
I have created a habit tracking app that almost gamifies life, boosting productivity. The competitive features help drive users to really push themselves.
The built in cycle tracker works as a predictor as well as a diary where you can log any necessary details (for personal piece of mind)
I ve spent the last decade as a UI/UX designer building safe, corporate apps, websites and general designs for other people. But whenever I tried to find a habit tracker for my own life, I always hit the same wall.
Most of them feel like a coloring book. They rely on cute little badges, streaks, and toxic positivity. I didn't want a tool that tried to "motivate" me; I wanted a system for pure discipline. Something that felt like a mission briefing.
Since I couldn't find it, I bootstrapped it myself. Meet WAR MODE.
We ve all been there: you need to make a quick text correction, squeeze a bloated file down for an email attachment, or drop a fast signature onto a contract. Instead of a 10-second task, you end up hitting a forced account registration, a heavy desktop installation prompt, or an aggressive premium paywall.
Traditional document tools feel less like productivity software and more like intentional bottlenecks.
That is exactly why we built the Free Online AI PDF Editor Suite by FDM AI. The core philosophy is simple: Your browser should be your document operating system.
We made MailMiner for one simple reason. Industry folks waste so much time going back and forth over emails dealing with supplier prices, contract edits and invoice checks. All those other AI tools force you to learn new software and totally switch up how you work.
Then we thought: why not just put AI right inside your email?
MailMiner fits seamlessly into your existing inbox. Just CC it, tell it what you need, let it write drafts and you sign off easily. No new apps, no complicated training, zero changes to your daily routine.
Feel free to ask me anything or share your thoughts!
