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Runtime & infrastructure

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Runtime & infrastructure

21 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. Instant agent steering and recoverable tool calls

    A close reading of Codex instant_interrupt: ending model output, continuing background tools, and preserving state when users change requirements mid-run.

    Learning guides Agent engineering Runtime & infrastructure Memory & context
    English

  3. 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

  4. 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

  5. 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

  6. Microsoft connects AI-built tools to app delivery

    After Copilot Code builds an internal tool, Managed Runtime handles Git, dev environments, Entra ID, connectors, previews, deployment, and governance.

    Technical articles Developer tools Web development Runtime & infrastructure
    English

  7. Why agent network permissions need ongoing checks

    Codex network policy changes explain revocable permits for redirects, long responses, and WebSockets, and why tool and network permissions need separate layers.

    Learning guides Security & privacy Runtime & infrastructure Agent engineering
    English

  8. Debugging agents with traces, spans, and OpenTelemetry

    The GitHub Copilot OpenTelemetry update explains agent traces, spans, metrics, events, content capture boundaries, and a telemetry adapter for Lora PI Kit.

    Learning guides Agent engineering Developer tools Runtime & infrastructure
    English

  9. GPT-6 prompt caching becomes an agent state layer

    GPT-6 adds cache breakpoints, diagnostics, prewarming, and mutable configuration. Long-running agents need stable shared prefixes and cache-hit monitoring.

    Technical articles Memory & context Agent engineering Runtime & infrastructure
    English

  10. 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

  11. 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

  12. Why you cannot just rerun an agent after a crash

    WorkflowAgent, step boundaries, and idempotency keys explain safe recovery after crashes, timeouts, and human pauses, with a proposed Lora PI Kit adaptation.

    Learning guides Agent engineering Runtime & infrastructure
    English

  13. Where agent credentials belong: host, vault, and broker

    Where keys belong when coding agents call GitHub, databases, and cloud APIs, and how vaults and credential brokers define access boundaries.

    Learning guides Security & privacy Agent engineering Runtime & infrastructure
    English

  14. 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

  15. 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

  16. Why long tasks need more than one growing conversation

    How OpenAI Agents API and Anthropic Managed Agents use sessions, context windows, compaction, and persistent state for long-running agents.

    Learning guides Memory & context Agent engineering Runtime & infrastructure
    English

  17. 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

  18. Agent demos are easy. The harness is the hard part

    Strands harness-sdk, Harness MCP Server, and HydraFusion show why agent engineering needs control over context, permissions, state, validation, and recovery.

    Technical articles Agent engineering MCP & skills Runtime & infrastructure
    English

  19. 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

  20. Sandbox isolation: boundaries, implementations, and practice

    How sandboxes limit untrusted code access to files, processes, networks, and resources, comparing VMs, containers, user-space kernels, and syscall filters.

    Learning guides Security & privacy Runtime & infrastructure
    English

  21. 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

Reading list

News notes

1 note

  1. AI Agent engineering reading list, Sep 30–Oct 1, 2026

    News & reading lists AI agent engineering reading lists
    English

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