AI
Summary OpenClaw is having a week: a hardware device ships pre-configured with it, practitioners are publishing real production workflows on top of it, and 28,000 exposed systems are being exploited through it. This issue maps the actual state of agentic AI in April 2026, cuts through the agency theater,
Agent Security
66% of firms already suffered AI agent breaches. Why system prompts fail as policy layers, and how just-in-time firewall architecture closes the gap.
AI Agents
Agents that ace evals still fail in production. Discover how LangGraph's error handling primitives and MCP's expanding surface area close the gap.
AI Agents
LangChain, CrewAI, or AutoGen? Each is a different architectural bet. Learn what that means for production AI agents before you commit.
AI Infrastructure
Agentic AI deployments fail on infrastructure, not reasoning. Learn the critical decisions around scheduling, memory, and IAM before your next production rollout.
Agent Security
AI agents create an attack surface traditional pentesting can't handle. Which gaps in your agent stack are already exploitable? Here's what you need to know.
AI
Summary Local-first agent architecture is converging fast: RAG with session memory, speculative decoding, and MCP are no longer research toys but production patterns. This issue maps where they intersect, where they break, and what you should actually build with them today. The stack for production AI agents is consolidating around
Sunday Dispatch
Summary Google's move to standardize how agents generate interfaces rewrites the rules of what an agent actually is. A solo developer ships a trustworthy local AI agent by treating evals as a first-class engineering artifact. And the real bottleneck in enterprise agentic AI has nothing to do with
AI Infrastructure
Why do AI agent deployments fail? It's not the model — it's the orchestration layer. Discover the exact failure modes and where to invest engineering time.
AI Infrastructure
Why are production AI agents quietly failing? Graph-based memory and distributed tracing expose the gaps. Here's the Neo4j + OpenTelemetry architecture that fixes them.
AI Agents
Running LangGraph, CrewAI, or AutoGen in production? The frameworks are stable — your memory architecture isn't. Here's what's actually breaking agents in 2026.
AI Agents
Is your single-agent coding pipeline already obsolete? AgentForge's 40% SWE-Bench result reveals the structural gap — and why execution feedback is the missing layer.