FractalCore schedules training tasks across mobile nodes, averages their checkpoints with FedAvg, and pays them in "Liquid MBs" — plus it slices Llama-class models into phone-sized pieces.
Accelerating now
underdogs picking up speedB is a floating, emotionally expressive AI companion that reads your active windows, listens, and speaks up only when it has something worth saying.
unlazy forces AI agents to prove their work through runnable acceptance gates instead of trusting their own exit reports.
Ling Stack corrals multi-model agent work into a local-first project channel where conversations, tool approvals, and artifacts stay attached to the task.
A Rust-based Chinese IME that treats your daily typing as a language lesson, because opening a study app is a chore.
Most browser agents chat at you; this one returns editable spreadsheets, slides, and sites you can actually use.
Harvey runs an autonomous cold-email pipeline on your existing Claude or ChatGPT subscription instead of a metered API key.
PRINTFILM exists so you can self-host a complete AI short-video factory—from script to voiced final cut—with user accounts, templates, and billing included.
Freehire crawls 3.3 million live IT postings directly from company ATS pages, deduplicates the reposts, and serves them through a faceted search API — no recruiters, no dead links.
ThinkRail is a mobile-first IDE whose entire engine is the pi coding agent, run in-process and scoped to git worktrees.
Folkbench continuously probes API relay stations for availability, latency, and price, then lets you swap them into Claude Code or Codex with one click.
It stops long-running agents from drifting by forcing them to verify progress through independent roles before every new round.
A read-only MCP bridge that turns your paid ChatGPT web session into the planning and review brain for Codex, while execution stays locked to the agent.
A curated map of real AI engineering interview questions from 35 companies, tagged by topic and employer so candidates study what actually matters.
OpenBot turns Codex, Claude, Grok and friends into persistent local teammates with workspaces, queues, file transfers, and an embedded browser they can drive.
Agent-side workflows that turn novels into production-ready short-drama bibles—characters, outlines, and art guides—without leaving Claude Code or Codex.
Codync turns Claude Code, Codex, Cursor and ~40 other agents into chat bots you can message from an iPhone — using the subscriptions you already have.
67 game-dev skills and a router that auto-loads the right context so your AI agent stops guessing your engine.
A Claude Code skill that ships 39 film styles as prompts — and proves each one with a demo film its agent rendered, scored, and narrated entirely in code.
Because LLMs confidently invent struct offsets and behavior from binaries, this toolkit makes them prove every claim against the actual bytes.





