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Projects & practice

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Ideas to revisit

Projects & practice

26 articles

  1. EmDash 1.0 separates plugin catalogs from publishing

    EmDash 1.0 separates author identity, signed releases, plugin discovery, and runtime permissions. Installers verify records independently.

    Projects & practice Developer tools MCP & skills Security & privacy Web development
    English

  2. OpenShell enforces agent permissions outside the workload

    NVIDIA OpenShell places sandbox, network, credential, and policy controls outside the agent workload, with a Supervisor enforcing permission boundaries.

    Projects & practice Security & privacy Agent engineering Runtime & infrastructure
    English

  3. MentraOS runs Miniapps on phones for multiple glasses

    MentraOS runs Miniapps in a phone runtime, sharing a connection to manage input, output, hardware capabilities, and permissions across smart glasses.

    Projects & practice Multimodal systems Runtime & infrastructure Product design
    English

  4. Company Brain separates team memory permissions

    Company Brain scopes team-agent memory by room and user permissions, with personal authorization, traceable sources, and separate tool-write access.

    Projects & practice Memory & context Security & privacy Agents
    English

  5. Jev-Code-Reviewer prioritizes large PRs as P0/P1/P2

    Jev-Code-Reviewer prioritizes PR changes, expands P0 by default, and retains the original diff and fallback paths so reviewers see key changes first.

    Projects & practice Developer tools Product design
    English

  6. GitHub Security Lab makes fuzzing an agent feedback loop

    GitHub Security Lab Fuzzing Taskflow uses coverage gaps to guide model decisions while deterministic tools execute, measure, and persist results.

    Projects & practice Security & privacy Agent engineering Evaluation
    English

  7. Link CLI lets agents pay without real card numbers

    Stripe Link CLI separates purchase intent from payment permission. Agents request a purchase and receive one-time credentials only after user approval.

    Projects & practice Agents Security & privacy Finance
    English

  8. LobsterAI: send tasks by phone, run them on your desktop

    LobsterAI connects phone messages to a local desktop agent. The phone handles tasks and approvals while the computer works with files, terminals, and browsers.

    Projects & practice Agents Runtime & infrastructure Product design
    English

  9. json-render constrains UI with a component catalog

    Vercel Labs json-render defines components, actions, and data bindings before generating schema-constrained JSON that can be checked and replayed.

    Projects & practice Web development Product design Developer tools
    English

  10. A Minecraft agent separates planning from fast decisions

    This Minecraft agent uses Astra for slow planning, JEV for frequent action selection, and Mineflayer for execution, with logs and scripts to verify runs.

    Projects & practice Agents Agent engineering Evaluation
    English

  11. OpenCloak: replace personal data before sending it to AI

    OpenCloak replaces names, emails, and other personal data with stable stand-ins locally, then restores them when the model responds.

    Projects & practice Security & privacy Developer tools
    English

  12. Splash: a local LLM inference stack built for each model

    Splash combines model packages, kernels, memory planning, and compatible local APIs into a model-specific inference stack for coding agents.

    Projects & practice Runtime & infrastructure Developer tools
    English

  13. Foreman: an independent supervisor for coding agents

    How Foreman separates a coding agent from supervision, using runtime evidence, Jev judgments, and deterministic policy to continue, verify, stop, or escalate.

    Projects & practice Agent engineering Evaluation Developer tools
    English

  14. Skills Manager: sync one skill to multiple coding agents

    Skills Manager distributes a local skill library to Claude Code, Codex, Cursor, and Gemini CLI while managing version and configuration consistency.

    Projects & practice MCP & skills Developer tools
    English

  15. HyperFrames makes video a buildable HTML project

    How HyperFrames gives agent-generated video an inspectable workflow of HTML, animation, assets, lint, preview, and rendering.

    Projects & practice Multimodal systems Web development Developer tools
    English

  16. RTK: filter shell output before it reaches a coding agent

    RTK filters test, Git, search, and build noise before command output enters model context, applying context engineering at the tool-output boundary.

    Projects & practice Memory & context Developer tools Agent engineering
    English

  17. OpenCompany: version-controlled agent configuration

    OpenCompany uses company.toml, agent teams, and human sign-off to put organizational structure and agent configuration into version-controlled files.

    Projects & practice Multi-agent systems Agent engineering Security & privacy
    English

  18. Munim Computer Use lets agents act on desktop controls

    Munim Computer Use reads the accessibility tree and operates desktop controls by element ID, reducing reliance on fragile screenshot-coordinate automation.

    Projects & practice Agents MCP & skills Developer tools
    English

  19. jcode moves coding-agent bottlenecks into the harness

    How jcode handles multi-agent resources, state synchronization, and verification in its harness, beyond the capabilities of the model alone.

    Projects & practice Agent engineering Multi-agent systems Developer tools
    English

  20. GitHub Agentic Workflows: agents inside GitHub Actions

    How GitHub Agentic Workflows puts judgment-based automation inside GitHub Actions while retaining permissions, controlled outputs, approval, and security.

    Projects & practice Agents Developer tools Security & privacy
    English

  21. AI Engineering Harness: verifiable delivery for AI code

    A multi-agent engineering workflow uses isolated worktrees, CI, cold-start review, evidence gates, and layered context to control delivery of AI-generated code.

    Projects & practice Agent engineering Multi-agent systems Developer tools Evaluation
    English

  22. Free Vision Skill: visual evidence for text agents

    VEP/1 turns images into short evidence packets. Provider fallback, caching, and credential storage manage cost and reliability for text agents.

    Projects & practice Multimodal systems MCP & skills Memory & context
    English

  23. MiniMax image and video generation for Hermes Agent

    A Hermes MiniMax plugin with image-01, Hailuo async video tasks, CN/global endpoint fallback, end-to-end tests, and a PyPI release.

    Projects & practice Multimodal systems MCP & skills Developer tools
    English

  24. StepFun image generation for Hermes Agent

    The Hermes StepFun image plugin: directory layout, model routing, API calls, billing endpoints, version fixes, and publishing.

    Projects & practice Multimodal systems MCP & skills Developer tools
    English

  25. Building WishLive: A Multi-Agent Runtime

    A 48-hour hackathon build of an event-driven multi-agent runtime with registry, workflow, execution, negotiation, settlement, and observability layers.

    Projects & practice Multi-agent systems Agent engineering Runtime & infrastructure
    English

  26. Building a Full-Stack YouTube Clone with Next.js 15

    A repository-backed walkthrough of NewTube: Next.js 15 structure, tRPC and Drizzle data flow, Mux video pipeline, auth, creator tools, and deployment tradeoffs.

    Projects & practice Web development
    English

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