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nikshep

@nikshepsvn • 9,140 subscribers

building @meterlineai | prev TL @ instacart ads | data infra @ coinbase, pagerduty, seatgeek etc | cs @ uwaterloo

Shorts

thought i killed v5, turns out it kept training overnight 10x longer than any previous model

thought i killed v5, turns out it kept training overnight 10x longer than any previous model

238,586 views

i built a plugin that lets Claude Code continuously self-improve ie, while you work, it notices patterns and asks to upgrade itself by absorbing them as new commands, skills, or even agents so the more you build together, the more capable it becomes

i built a plugin that lets Claude Code continuously self-improve ie, while you work, it notices patterns and asks to upgrade itself by absorbing them as new commands, skills, or even agents so the more you build together, the more capable it becomes

43,492 views

Videos

Anya Rossi

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training an RL agent to trade polymarket's 15-min crypto markets for fun input: binance order flow + polymarket books (18 features) output: 7 actions (hold, buy/sell × 3 sizes) learns when to trade AND how much to bet -- uses PPO on MLX, trains live, ~34 min cycles

training an RL agent to trade polymarket's 15-min crypto markets for fun input: binance order flow + polymarket books (18 features) output: 7 actions (hold, buy/sell × 3 sizes) learns when to trade AND how much to bet -- uses PPO on MLX, trains live, ~34 min cycles

282,558 views • 6 months ago

Introducing OpenVenice — an open-source, customizable frontend for Venice. Your API key stays in your browser, talks directly to Venice. No server, no backend. - Chat, image gen, audio, music, video, embeddings — everything venice offers in one clean UI - Visual workflows — chain models together (vision → LLM → image gen -> video gen). Venice is multimodal so you can build some really powerful workflows - Full control over every model parameter - Runs locally, deploys anywhere — zero infrastructure I'm a $DIEM holder and heavy Venice user. The models are solid and website is great but I kept wanting more freedom with the UX — more control, custom tools, being able to give it access to my local computer, multimodal chaining -- something I could shape to how I actually work. Didn't exist, so I built it. Feel free to fork and make it yours. Open source, MIT licensed.

Introducing OpenVenice — an open-source, customizable frontend for Venice. Your API key stays in your browser, talks directly to Venice. No server, no backend. - Chat, image gen, audio, music, video, embeddings — everything venice offers in one clean UI - Visual workflows — chain models together (vision → LLM → image gen -> video gen). Venice is multimodal so you can build some really powerful workflows - Full control over every model parameter - Runs locally, deploys anywhere — zero infrastructure I'm a $DIEM holder and heavy Venice user. The models are solid and website is great but I kept wanting more freedom with the UX — more control, custom tools, being able to give it access to my local computer, multimodal chaining -- something I could shape to how I actually work. Didn't exist, so I built it. Feel free to fork and make it yours. Open source, MIT licensed.

40,500 views • 4 months ago

spent months on HumanPlane, a closed source Polymarket terminal. it did $250k+ in volume but i scrapped it anyways. why? cause every polymarket terminal is the same thing. closed source. a reskin of with marginal ux gains. polymarket already takes a 1–1.8% taker fee on every trade, so terminal fees are fees on top of fees you already pay. for a ui. the free ones are vc-funded — they won't stay free. so i rebuilt humanplane as the first free, open source, fully customizable polymarket terminal. run it locally, forever. don't like something? ask claude to modify it and make it yours. built w/ a performant rust backend and solidjs, supports market and trader exploration, live charts, orderbook and order execution (market + limit) -- intelligence, perps, trader scoring and more soon try it out:

spent months on HumanPlane, a closed source Polymarket terminal. it did $250k+ in volume but i scrapped it anyways. why? cause every polymarket terminal is the same thing. closed source. a reskin of with marginal ux gains. polymarket already takes a 1–1.8% taker fee on every trade, so terminal fees are fees on top of fees you already pay. for a ui. the free ones are vc-funded — they won't stay free. so i rebuilt humanplane as the first free, open source, fully customizable polymarket terminal. run it locally, forever. don't like something? ask claude to modify it and make it yours. built w/ a performant rust backend and solidjs, supports market and trader exploration, live charts, orderbook and order execution (market + limit) -- intelligence, perps, trader scoring and more soon try it out:

22,977 views • 3 months ago

introducing @kalshi wrapped 2025

introducing @kalshi wrapped 2025

22,861 views • 7 months ago

good news for HumanPlane users the arbitrage system is now production ready -- it's extremely reliable, real-time, and has 100% coverage of all live polymarket kalshi pairs (so thousands at any point in time) will be creating a private channel in the discord to live test the feature over the weekend and alerts will be sent there first to evaluate (free ofc) up next is: - TG and app alerts for both arb and trades - 1-click arb verification & execution in the UI - basic and advanced trading features (copy etc) followed by more alpha/trading/automation related features (main focus rn) transparently my goal is to make anyone who doesn't trade PMs on humanplane feel stupid for not doing so

good news for HumanPlane users the arbitrage system is now production ready -- it's extremely reliable, real-time, and has 100% coverage of all live polymarket kalshi pairs (so thousands at any point in time) will be creating a private channel in the discord to live test the feature over the weekend and alerts will be sent there first to evaluate (free ofc) up next is: - TG and app alerts for both arb and trades - 1-click arb verification & execution in the UI - basic and advanced trading features (copy etc) followed by more alpha/trading/automation related features (main focus rn) transparently my goal is to make anyone who doesn't trade PMs on humanplane feel stupid for not doing so

14,350 views • 5 months ago

seems like folks liked this a lot? well here's a longer video thats not sped up, with SOL and some audio

seems like folks liked this a lot? well here's a longer video thats not sped up, with SOL and some audio

14,868 views • 7 months ago

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