OpenAI's Agents SDK defines exactly five tool categories. Learn how namespaces separate hosted execution from local runtime for better token efficiency.
Marcus Chen
16 min read
This open runtime unifies IDE and terminal workflows, boasting 64.2k GitHub stars while executing bash commands without vendor lock-in.
Sofia Berg
15 min read
Learn how a runtime policy engine evaluates every proposed action to allow, deny, hold, or modify tool calls before execution.
Diego Alvarez
15 min read
LangGraph SDK 0.4.1 enforces stateless projections and extracts decoders. Learn how the 36.2k-star repo now handles V3 streaming for RemoteGraph instances.
Diego Alvarez
13 min read
crewAI 1.14.7 resolves critical CVEs and adds pluggable backends. Learn how state isolation supports the framework's 54.7k GitHub stars.
Sofia Berg
14 min read
Discover how to configure your container on port 8080 to stream SSE events and separate agent logic from frontend rendering with AGUI.
Diego Alvarez
15 min read
See how SelfUse jumped TerminalBench scores from 23.8% to 38.1% by mining execution traces instead of tweaking model weights manually.
Diego Alvarez
13 min read
LangChain offers 1000+ integrations to swap models without rewriting code. Its durable runtime ensures persistence and checkpointing for production agents.
Priya Nair
15 min read
LangChain v1.0 removes AgentExecutor, enforcing LangGraph as the sole runtime. Python 3.10 is now required for typesafe streaming and structured outputs.
Priya Nair
15 min read
Alice Labs analyzed 18+ deployments showing Eve reduces mental load by swapping chains for a single runtime dependency and file conventions.
Diego Alvarez
14 min read
Durable agent sessions beat containers by 100x. Learn how the Agents SDK runtime manages state without external databases for reliable scaling.
Marcus Chen
15 min read
OpenHands cloud 1.38.0 uses SandboxRecord to skip runtime API calls, removing network handshakes that slow down 40% of future agent apps.
Sofia Berg
13 min read
With code churn hitting 7.1%, your CLI agent needs runtime profiles to separate chat from code execution safely.
Marcus Chen
14 min read
After six months of false confidence, I found native memory replaced my custom build. Use this one-minute test to verify true agent retrieval.
Priya Nair
14 min read
Stop context pollution before it breaks your workflow. Delegation runtime isolates subtasks, reducing context window overhead by 80% while keeping control.
Marcus Chen
12 min read