Product Hunt

>=PlayingFild

Discovered On Jul 26, 2026

Primary Metric 78

Productivity Tool & Tab Manager that Understands Context

≻=PlayingFild uses on device machine learning to classify tabs by content, not URL. The same website can be productive or distracting based on the page. Classification happens entirely on your device. Raw page content, HTML and personal text don't leave your browser. Earn break time by focusing and spend it when you need it. Tabs reorder themselves based on what you actually use, and unused tabs close. Includes per window rules, focus timer modes, recap cards, and productivity analytics.

View Raw Thread

Developer & User Discourse

[Redacted] • Jul 26, 2026

This looks like a useful productivity tool. The context-aware tab management is an interesting approach. How does it handle tabs from different workspaces or projects? Does it group by domain or by user-defined categories?

[Redacted] • Jul 26, 2026

One thing I am proud of is the classifier learns from everyones yes/no answers, which makes the global weighting model susceptible to scripted poisoning. So a trust check runs locally, only a derived likelihood score ever reaches Supabase, never the raw signals, so I can prune bots while keeping privacy high. Fail it and your in put is shadow banned from the global dataset. BUT your extension keeps working exactly as normal, they just never reach the shared one. This also makes it harder for attackers to know if they are shadow band.

[Redacted] • Jul 26, 2026

Congrats on the launch! I really like the approach of not just blocking entire pages. How does it handle multi-tasking? Does it only track whichever tab is active? I'll definitely give it a try!

[Redacted] • Jul 17, 2026

Hello,I built PlayingFild because every productivity extension I tried had the same problem they only understood websites, not what I was actually doing.If I was watching a programming tutorial on YouTube, I'd get blocked. If I was procrastinating on Reddit, it looked exactly the same as researching a bug. Eventually I got frustrated enough to build something that understands page content instead of just URLs.As a beginner developer with dyslexia (and probably ADHD), I realised punishment wasn't helping me focus. Blocking everything just made me uninstall the extensions. So PlayingFild takes a different approach: it rewards focus, earns you break time, automatically organises your tabs, and quietly cleans up the browser instead of constantly blocking everything.I do wish it could "read my mind" sometimes, like if I want to use unproductive tabs for a break when I actually need one but stop me from being unproductive when I don't. I know that's a very ambitious, probably impossible goal and hard balancing act but that's the goal of PlayingFild.I would love feedback, good or bad. Every feature in PlayingFild exists because I ran into the problem myself, and I'm still actively improving it. If something feels confusing, missing, or annoying, let me know.Thanks,>=PlayingFild's dev