How to optimize CUDA kernels
Sharma reports 8.99x over PyTorch eager and 87.9% of theoretical peak memory bandwidth on a 6GB GPU after adding verification gates; the excerpt does not independently verify those figures.
Added KARMA LLM agents1125 use casesShowing 241–264
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Sharma reports 8.99x over PyTorch eager and 87.9% of theoretical peak memory bandwidth on a 6GB GPU after adding verification gates; the excerpt does not independently verify those figures.
Added KARMA LLM agentsSilna built insurance-portal agents with isolated browser sessions, persisted clinical-data pipelines, recorded actions and human handoffs for uncertain situations.
Added Silna autonomous browser agentsThe author reports a 1,529-line single HTML jam app with nine tracks, sequencer and keyjazz modes, mobile multi-touch and WebRTC audio, tested with two browsers and a phone.
AddedClaude, Codex and Gemini helped build GWZ, a multi-repository workspace tool with familiar Git-style commands, recoverable state and an embeddable Rust core.
AddedThe author reports an increase from 12 MB/s scalar throughput to about 48 MB/s, followed by just over 100 MB/s after six hours of further optimisation. Full benchmark methodology is not supplied.
AddedWeco used an autonomous outer research loop to rewrite and evaluate an inner agent harness, reporting seven improvements and testing selected versions on held-out tasks.
Added AIDE²Skyvern added planning and goal validation to browser automation, then reported 85.85% accuracy in a cloud-based WebVoyager evaluation with documented dataset changes.
Added SkyvernThe author reports a working bot replying as them to two allowlisted contacts, approximately $0.005 runtime cost per reply and both Telegram and WhatsApp device-unlink kill switches.
AddedThe author reports App Store approval exactly 60 days after starting an empty repository, with a global PM2.5 map, charts and sensor integration. He says native iOS and Android apps were live.
Added Unspecified coding agentAn author generated a Rust desktop Indian-stock viewer in three days using Claude Code and OpenCode, with NSE report downloads and SQLite storage.
AddedA hobbyist used a photo, Claude-sourced product dimensions and repeated 3D prints to develop a Logitech Circle doorbell cover with ForgeCAD.
AddedA builder directed a Claude-based OpenClaw agent through a Solana music-token platform build, reporting mainnet deployment in roughly seventy-two hours.
AddedTwo OpenClaw agents negotiated a SAFE through Telegram using signed authority limits, an offer audit trail and private human signing links.
AddedAn author built an incomplete UE5 shooter with Claude Code, using guidance and reversible Git commits while handling animation and mapping separately.
AddedAn author used Claude Code to improve an existing artist inventory app with pricing, exhibition details and proposal selection exports.
AddedA freelancer scopes parallel Claude Code sessions around selected rules, plan approval, code and UI review, tests and documentation updates.
AddedA local tracker connects Claude Code through MCP to extract job details, search missing salary information and modify the app during use.
AddedThe author and Claude Code built sixel.email for owner-only agent email and validated replies, then used inbox polling as a heartbeat to detect when the agent goes offline.
AddedA nontechnical founder manually mapped startups, moved a directory from Lovable to Claude Code, learned its data tools and supplied the simpler solution to a logo-loading performance problem.
AddedAn experienced developer used Claude Code to translate phonetics research into a Klatt-style synthesis runtime, retaining ownership of specifications, architecture and corrections to domain errors.
AddedThe author expanded Neuberg from 30 to 516 panels with Claude Code and reviewed and integrated the code. Most newly added panels use seeded or simulated data; the core 30 use real data.
AddedThe author and Claude Code ported Xonotic to browser-based WASM/WebGL2, moved the engine onto a worker, streamed compressed assets and tested direct WebRTC multiplayer across the Pacific.
AddedPermission Slip was built over eight weeks with unnamed AI coding agents and human architecture and review. It gates structured account actions through configured rules and phone approvals.
Added Unnamed AI coding agentsnexdrew used Claude for requirements and scaffolding, then OpenClaw agents connected to Slack and GitHub issues to build mkdnsite and a hosted service, with AI writing almost all code.
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