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Enterprise AI Agents Have a Control Plane Now social card

Enterprise AI Agents Have a Control Plane Now

Enterprise AI agents are becoming an operating estate, so registry, identity, policy, observability, cost, approvals, and retirement need a control plane.
Blog
Blog card for Agent Handoffs Turn Routing Into Runtime State

Agent Handoffs Turn Routing Into Runtime State

Agent handoffs are runtime ownership transfers. Treat multi-agent routing as state, receipts, traces, and contracts before teams trust it with real work.
Blog
Blog card for MCP Security Starts After Tool Approval

MCP Security Starts After Tool Approval

MCP security starts with approval, but it only holds when runtime checks catch tool drift, changed schemas, new effects, and missing call evidence.
Blog
Focused Labs social card for AI Agent Governance Runs Before the Tool Call

AI Agent Governance Runs Before the Tool Call

AI agent governance becomes useful when policy executes before the tool call, while the runtime still has enough context to block, approve, recover, or write a receipt.
Blog
Focused Labs social card for AI Agent Cost Is a Runtime Signal

AI Agent Cost Is a Runtime Signal

Agent spend has to be controlled where agents actually spend money: in traces, model routes, retries, tools, evals, and harness policy.
Blog
Enterprise AI Agents Are Leaving the Server

Enterprise AI Agents Are Leaving the Server

AI agent integration now crosses the client runtime. App state, approvals, permissions, and frontend traces decide whether enterprise agents can act safely.
Blog
Blog card for AI Agent Governance Follows the Execution Path

AI Agent Governance Follows the Execution Path

AI agent governance belongs in the runtime path, where identity, policy, traces, and approvals meet before production side effects.
Blog
Focused Labs social card for Salesforce MCP Turns CRM Integration Into an Agent Runtime Problem

Salesforce MCP Turns CRM Integration Into an Agent Runtime Problem

Salesforce MCP changes CRM integration from UI automation into runtime-owned identity, approvals, retries, idempotency, and trace work.
Blog
AI Agent Accuracy Is an Observability Problem

AI Agent Accuracy Is an Observability Problem

AI agent accuracy should be managed as observable production evidence: traces, evals, side-effect receipts, and release gates, not one average score.
Blog
Focused Labs social card for The Agent Harness Is the New Lock-In Layer

The Agent Harness Is the New Lock-In Layer

The agent harness is becoming the real lock-in layer for enterprise AI because routing, traces, evals, memory, policy, and credentials live above the model.
Blog
Blog card for Agent Rubrics Turn Evaluation Into Runtime QA

Agent Rubrics Turn Evaluation Into Runtime QA

Agent rubrics move evaluation from offline scoring into runtime QA with verifier loops, criteria ownership, and observable verdicts.
Blog
Focused Labs social card for AI Agent Evaluation Steers the Harness

AI Agent Evaluation Steers the Harness

Agent evaluation should steer harness changes, turning production traces into release gates, regression tests, and concrete edits around the model.
Blog
Focused Labs blog card for Agent Skills Are a Software Supply Chain Surface

Agent Skills Are a Software Supply Chain Surface

Agent skills are becoming executable supply-chain artifacts. Govern them with provenance, permissions, sandbox policies, eval gates, trace evidence, and rollback.
Blog

LangChain Interrupt Moved into the Runtime

Takeaways from LangChain Interrupt: the conversation moved from model worship to runtime, with LangSmith Engine, SmithDB, Deep Agents v0.6, Managed Deep Agents, and LLM Gateway pushing agents into real software systems.
LangChain
Focused Labs blog card for Agent Monitoring Is an Infrastructure Workload

Agent Monitoring Is an Infrastructure Workload

Agent monitoring has become production infrastructure: traces must carry state, side effects, cost, ownership, checkpoints, rollback context, and SRE evidence.
Blog
Focused Labs social card for Agentic Payments Move Spending Authority Into the Runtime

Agentic Payments Move Spending Authority Into the Runtime

Agentic payments are a runtime policy problem before they are a wallet integration problem.
Blog

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