Gemini 3.5 Pro Is Delayed — Again. Here's What Actually Happened and How to Get the Most Out of Flash Today
Gemini 3.5 Pro missed its July 17 GA window — Bloomberg cites coding benchmark shortfalls. Flash remains the only GA frontier option for now.
How-Tos
525 piecesPerplexity SPACE: Inside the Secure Sandbox Architecture Powering Long-Running Production AI Agents
Perplexity SPACE uses Firecracker microVMs for secure, stateful long-running agent sandboxes — now powering 100% of Perplexity Computer traffic.
How to Set Up 1Password + Claude as a Secure Agentic Browser Agent on Mac
Step-by-step guide to connecting 1Password with the Claude desktop app for secure, zero-exposure credential injection in agentic browser tasks on Mac.
How to Build an Agent Eval Set from Production Failures (Anthropic's Method)
Anthropic's July 14 webinar reveals how top teams build agent eval sets from production failures—practical methodology every agent builder needs.
Fixing Claude Browser Agent Failures: Mitigations for Misclicks, Bad Selectors, and Redundant Loads
Pluno.ai's hands-on guide diagnoses why Claude's browser agent misfires in production and offers concrete fixes for teams using Claude Computer Use.
Upgrading to vLLM v0.25.0: Migrating from PagedAttention to Model Runner V2
vLLM v0.25.0 makes Model Runner V2 the default and removes legacy PagedAttention. Here's what self-hosted agent teams need to know to migrate safely.
How to Structure Parallel Sub-Agent Research Workflows Like OpenAI's GPT-5.6 Sol Ultra
Learn how to design parallel sub-agent research workflows — the same architecture OpenAI used with GPT-5.6 Sol Ultra to tackle a 50-year-old math conjecture in under an hour.
Confessor: The Open-Source Tool That Shows Every File Claude Code Accessed on Your PC
Confessor is a free open-source tool that replays every file Claude Code accessed on your machine, flags secrets that entered the context window, and catches suspicious network activity.
MCP SDK v2 Betas Are Live: What Changes in the Stateless Protocol Overhaul
MCP SDK v2 betas are live for Python, TypeScript, Go, and C#—stateless protocol, FastMCP renamed, monolith split, breaking changes. Stable lands July 28.
OpenWiki Brains: LangChain's Proactive Wiki Memory System for AI Agents
LangChain's OpenWiki Brains gives AI agents a proactive, self-updating wiki memory that pulls from Gmail, Notion, Git, and the web—not just conversation history.