Writing

Agents

22 articles
22 articles across all sections

Ideas to revisit

Agents

20 articles
  1. Agents API browser auth keeps passwords out of model input

    How Agents API separates site approval, login credentials, and screenshots, and why network access and site approval cannot replace action-level confirmation.

    Technical articles Agents Security & privacy Runtime & infrastructure
    English
  2. Cloudflare redesigns its CLI for agents

    Cloudflare launches cf in open beta, using Wrangler usage data to explain default JSON, command search, and typed configuration.

    Technical articles Agents Developer tools MCP & skills
    English
  3. Cloudflare data puts agent traffic on the website budget

    Cloudflare and Fastly network data reveal repeated crawling, origin costs, access-policy questions, and the returns websites get from machine traffic.

    Technical articles Agents Web development Runtime & infrastructure
    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. Claude takes a candidate to the lab, not a new CRISPR

    About 950 Claude agents helped identify ART. Human wet-lab experiments confirmed short RNA expression, but its main biological function remains unknown.

    Technical articles Agents Multi-agent systems AI research
    English
  6. 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
  7. 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
  8. Deploying agent backends with Python Workers GA

    Python Workers GA supports web frameworks and agent libraries. WebAssembly package compatibility remains the main migration boundary.

    Technical articles Agents Web development Runtime & infrastructure
    English
  9. 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
  10. FDE growth: 519 overseas jobs, 28 in China, 6 projects

    A study of 519 overseas job listings, 28 roles at major Chinese firms, and 6 projects examines FDE responsibilities, growth, costs, and scalability.

    Technical articles Agents Developer tools
    English
  11. Jev gives agents typed decisions instead of generated text

    TypeSafe Jev uses Choice, Score, and Noul for constrained agent decisions while code retains control of valid actions and side effects.

    Technical articles Agent engineering Agents
    English
  12. Claude merges Chat and Cowork to reduce mode choices

    Claude combines Chat and Cowork in one conversation, routes capabilities automatically, and keeps task state and permissions visible.

    Technical articles Agents Product design
    English
  13. Gemini Live: turnComplete no longer means the task is done

    Gemini Live Extended Thinking separates conversation turns from background task lifecycles. Clients need interaction_status to track actual completion.

    Technical articles Multimodal systems Agents Runtime & infrastructure
    English
  14. What Tau solves by splitting an AI agent into three layers

    Tau separates model adapters, the agent core, and the application so tools and frontends can work together without depending on each other.

    Learning guides Agents Agent engineering Developer tools
    English
  15. Connecting an agent loop to a frontend with events

    Follow tool execution and repeated model calls, separate streamed deltas from final messages, and explore frontend state with a model-free Python demo.

    Learning guides Agents Agent engineering Web development
    English
  16. Herdr turns the terminal into an agent runtime

    How Herdr manages existing coding-agent terminals with persistent sessions, blocked states, cross-machine control, and agent coordination.

    Technical articles Agents Developer tools Runtime & infrastructure
    English
  17. 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
  18. OpenAI agent workdays and shifting builder bottlenecks

    OpenAI organization-level data suggests that more coding-agent use shifts bottlenecks to task decomposition, concurrency, harnesses, evaluation, and selection.

    Technical articles Agents Agent engineering Evaluation
    English
  19. 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
  20. Vercel Eve Agent Framework

    A source-backed review of Vercel Eve’s filesystem-first agent model, durable execution, tools, sandboxes, approvals, deployment, and Vercel platform tradeoffs.

    Technical articles Agents Agent engineering Runtime & infrastructure
    English

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