Priya Sharma

Passmark looks super interesting. Starred on GitHub.

Good one. the stagehand lock-in point is underrated. teams pick it because the AI layer looks magical in a demo, then six months later they're stuck because half their agent logic is written against a proprietary API. plain CDP ages better.

Nice detailed write up Sandeep

does the mount work across worker threads or is it scoped to the main thread?

nice breakdown. one small thing worth mentioning for beginners - Object.keys() and Object.entries() are super useful once you get comfortable with for...in. especially Object.entries() since it gives you both key and value in one go which feels way cleaner in practice.

ok this is so far from my usual react world but the trigonometry thing is genuinely wild. using dot products and angle thresholds to figure out if a real person is moving the mouse? that's the kind of math i thought i'd never see outside of a textbook. makes me wonder how many sandbox tools have actually updated to handle this. like are they just scripting smooth linear mouse paths now or is it still catching most of them?

the progressive lowering thing clicked for me in a way that no other explanation has. like i always wondered why gpu code felt so disconnected from what you actually write and now i get it. curious about one thing though - you mentioned both torch.export and TorchScript for capturing the graph. has the community mostly moved to one over the other? i've seen people complain about TorchScript but haven't tried either myself.

the zombie connection fix is such a good pattern. i have run into the exact same thing with websockets where everything looks alive but no real data is flowing. tracking last actual data timestamp instead of relying on heartbeats is one of those things that seems obvious in hindsight but nobody thinks of it first. the bisect wrapper on deque is clean. ten lines for O(log n) with zero allocations on a hot path is the kind of micro optimization that actually matters in real time systems. credential verification at startup is underrated. we do something similar where we validate all external service connections before the main loop kicks off. saves so much debugging time. solid writeup. the architecture section alone is useful for anyone building concurrent long lived task systems in python.

Thanks for sharing this.

this looks interesting! I'm curious though, is there a headless mode? like can I use it as a backend and bring my own React frontend? also the github link says code drops March 17, so I can't really poke around yet. any chance you have a demo with the admin panel visible? the marketing site loads fast but I want to see what the content editing experience actually feels like day to day. honestly the CodeIgniter choice is kind of nostalgic lol. haven't touched CI since college.