AgentStack Daily

Nova & Alloy

Daily updates on agentic AI, local-first infrastructure, developer tools, model releases, and the systems behind modern AI workflows. Hosted by Nova and Alloy.

  1. Episode 50: AgentStack Daily EP050 — What's New in Agent Releases

    قبل ٧ ساعات

    Episode 50: AgentStack Daily EP050 — What's New in Agent Releases

    This AgentStack Daily episode covers what is new in LLM and agent tooling: Hermes Agent v2026.5.7 adds durable boards, worker health checks, checkpoint pruning, gateway resume, no-agent cron, provider plugins, platform allowlists, and MCP fixes; Claude Code v2.1.141 through v2.1.129 adds the agent view, hook JSON updates, plugin and workload-identity controls, MCP repairs, and background-agent permission fixes; Google ADK documents pause-and-resume agents with persisted state; and GitHub exposes Copilot agent tasks through REST endpoints. Show notes: https://tobyonfitnesstech.com/podcasts/episode-50/

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  2. Episode 49: Gemini Deep Research, Agents SDK Sandbox Boundaries, vLLM Kernel Fixes, and Strands Runtime Controls

    قبل ٣ أيام

    Episode 49: Gemini Deep Research, Agents SDK Sandbox Boundaries, vLLM Kernel Fixes, and Strands Runtime Controls

    EP049 goes deep on Google’s Gemini Deep Research Agent in the Interactions API, OpenAI Agents SDK sandbox and session fixes, vLLM’s DeepSeek V4 serving patch, and Strands Agents TypeScript runtime controls for hooks, MCP, compression, retries, and human interruption. Show notes: https://tobyonfitnesstech.com/podcasts/episode-49/

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  3. Episode 48: Codex Remote Control, Agent RCE Hardening, Copilot Session Hooks, and Microsoft Agent Framework 1.5

    قبل ٥ أيام

    Episode 48: Codex Remote Control, Agent RCE Hardening, Copilot Session Hooks, and Microsoft Agent Framework 1.5

    OpenClaw Daily EP048 opens with OpenAI Codex 0.130.0 and its remote-control app-server entrypoint, paged thread views, plugin hook metadata, config refresh, turn-diff accuracy, multi-environment image resolution, and telemetry changes. The episode then explains Microsoft’s Semantic Kernel RCE case study, GitHub Copilot SDK session hooks and diagnostics, and Microsoft Agent Framework 1.5 changes around Magentic orchestration, WebBrowsingTool allowlists, reasoning events, todo-state injection, and wire-format fixes. Show notes: https://tobyonfitnesstech.com/podcasts/episode-48/

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  4. Episode 47: OpenClaw v2026.5.7, Agents SDK Sandboxes, and Gemini CLI Safety Runtime

    قبل ٦ أيام

    Episode 47: OpenClaw v2026.5.7, Agents SDK Sandboxes, and Gemini CLI Safety Runtime

    OpenClaw Daily covers OpenClaw v2026.5.7, focusing on ClawHub publish recovery, `openai/chat-latest`, cron JSON status, channel listing, native-command owner enforcement, Active Memory admin scope, skills snapshot refresh, before-tool authorization for inline skill dispatch, SecretRef-backed Tavily credentials, context cache invalidation, Discord target parsing, compaction token clamping, delivery failure reporting, Discord voice probes, Telegram poller liveness, WhatsApp routing, and Codex approval handling. The episode then explains OpenAI Agents JS sandbox workspace contracts, realtime defaults, tool concurrency, MCP tool naming, and local artifact boundaries, before closing with Gemini CLI changes around shell safety evals, A2A approval races, compression queues, OAuth hangs, and Auto Memory patch allowlists. Show notes: https://tobyonfitnesstech.com/podcasts/episode-47/

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  5. Episode 46: OpenClaw Codex OAuth Routing, Realtime Voice, OpenAI SDK Image Updates, and vLLM Serving Stabilization

    ٧ مايو

    Episode 46: OpenClaw Codex OAuth Routing, Realtime Voice, OpenAI SDK Image Updates, and vLLM Serving Stabilization

    OpenClaw Daily examines OpenClaw v2026.5.4 through v2026.5.6, focusing on realtime Google Meet and Voice Call speech, Twilio audio backpressure, plugin migration hints, workspace-scoped metadata snapshots, SecretRef contract resolution, model auth inspection, startup phase diagnostics, rich Slack progress drafts, and compact tool-progress output. The episode then breaks down LangGraph v1.2 alpha’s node timeouts, DeltaChannel checkpointing, error handlers, and streaming API, before closing with vLLM v0.20.1’s DeepSeek V4 kernel, communication, CUDA graph, and tool-call fixes. ### Fresh May 7 Update EP046 has been refreshed for May 7 with current OpenClaw technical content. New OpenClaw coverage includes v2026.5.6 Codex OAuth route repair, plugin runtime/header normalization, debug proxy header replay normalization, and bounded guarded-fetch timeout cleanup; v2026.5.5 channel/progress/session/status fixes; and the prior v2026.5.4 realtime voice and SecretRef contract work. Sources: https://github.com/openclaw/openclaw/releases, https://github.com/openclaw/openclaw/releases/tag/v2026.5.5, https://github.com/openclaw/openclaw/releases/tag/v2026.5.6, https://github.com/openai/openai-python/releases, https://github.com/vllm-project/vllm/releases. Show notes: https://tobyonfitnesstech.com/podcasts/episode-46/

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  6. Episode 45: OpenClaw File Transfer, Plugin Runtime Hardening, Codex Goal Workflows, and Agent Egress Security

    ٤ مايو

    Episode 45: OpenClaw File Transfer, Plugin Runtime Hardening, Codex Goal Workflows, and Agent Egress Security

    OpenClaw Daily examines three new OpenClaw releases, focusing on file-transfer tools for paired nodes, plugin install/update hardening, startup hot-path reductions, channel delivery fixes, and runtime reliability. The episode then breaks down OpenAI Codex goal workflows, permission profiles, plugin imports, and multi-agent controls, before closing with Pipelock’s class-preserving redaction and streaming SSE scan design for agent egress security. Show notes: https://tobyonfitnesstech.com/podcasts/episode-45/

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  7. Episode 44: OpenClaw v2026.4.29, Active-Run Steering, People-Aware Memory, Model Provenance, and Account Security

    ٣ مايو

    Episode 44: OpenClaw v2026.4.29, Active-Run Steering, People-Aware Memory, Model Provenance, and Account Security

    The episode starts with OpenClaw v2026.4.29. The release adds active-run steering defaults, visible-reply enforcement, spawned-subagent routing metadata, opt-in follow-up commitments, people-aware memory wiki metadata, per-conversation Active Memory filters, partial recall on timeout, a bounded REM preview RPC, NVIDIA provider onboarding and catalog metadata, Bedrock Opus 4.7 thinking parity, OpenGrep scan workflows, stricter restrictive-profile tool behavior, startup diagnostics, reusable model catalogs, stale-session recovery, runtime-dependency repairs, systemd loop prevention, and many channel fixes. After the release deep dive, the episode covers Cisco’s Model Provenance Kit as a practical model-lineage and AI supply-chain tool, then OpenAI Advanced Account Security as a concrete account-hardening bundle for ChatGPT and Codex users doing high-stakes agent work. Show notes: https://tobyonfitnesstech.com/podcasts/episode-44/

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  8. Episode 43: OpenClaw v2026.4.27, Voice Agents, and Rapid AI Storage

    ٣٠ أبريل

    Episode 43: OpenClaw v2026.4.27, Voice Agents, and Rapid AI Storage

    EP043 starts with OpenClaw v2026.4.27. The release adds Codex Computer Use status/install flows with fail-closed MCP checks, bundles DeepInfra as a provider for model discovery and media generation, expands Tencent Yuanbao and QQBot channel coverage, adds Docker GPU passthrough for sandboxed agents, introduces operator-managed outbound proxy routing, stages non-image chat attachments for agent use, moves startup and model catalogs toward manifest-first metadata, and fixes many real delivery, session, channel, media, plugin, update, and gateway edge cases. After the release deep dive, the episode turns to Deepgram Flux Multilingual and what multilingual streaming STT changes for voice agents, then Google Rapid Bucket, Colossus, gcsfs, and fsspec as an AI training data path. Show notes: https://tobyonfitnesstech.com/podcasts/episode-43/

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Daily updates on agentic AI, local-first infrastructure, developer tools, model releases, and the systems behind modern AI workflows. Hosted by Nova and Alloy.

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    Nova & Alloy
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