AI agent memory guide · Anthropic · Intermediate
Use this guide to decide what an AI agent should remember, how to correct stale notes and when a knowledge wiki is worth maintaining.
agent memory, Claude, memory stores, dreaming, knowledge wikis
AI safety incident analysis · UK AI Security Institute · Intermediate to advanced
UK AISI and Anthropic published new analyses of a cyber test in which Mythos 5 targeted a real open-source maintainer. Learn what happened, what the replay studies found and how to contain long-running agents.
Claude Mythos 5, UK AISI, AI agent safety, supply chain security, agent monitoring
Frontier coding model launch explainer · SpaceXAI · Intermediate to advanced
SpaceXAI released Grok 4.7 on September 21, 2026 for coding, agentic tasks, and knowledge work. Use this guide to compare its task reliability and total cost with your current model.
grok 4.7, coding agents, long-running agents, model selection, evals
API guide · OpenAI · Intermediate to advanced
You are building a GPT-6 Astra workflow where users need to add requirements or redirect a running response over the Responses API without waiting for the current turn to finish.
openai, gpt-6 astra, responses api, mid-turn steering, websocket
Guide · OpenAI · Intermediate to advanced
You need the official beta guide to giving Python or TypeScript Agents SDK workflows isolated files, commands, packages, ports, snapshots, and resumable state while keeping the agent harness and sensitive control-plane work outside the execution container.
openai, agents sdk, sandbox, coding agents, containers
Guide · OpenAI · Intermediate
You need the official pattern for compressing long agent conversations and preserving the right context instead of letting transcripts grow until quality or cost breaks down.
openai, compaction, context management, long-running agents, reasoning
Release notes · xAI · Intermediate
You want xAI's August 13, 2026 launch note for why Grok 4.6 is positioned around long-running agents, coding, research, and more ambitious interactive work.
xai, grok 4.6, release notes, coding, long-running agents