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92 articles · latest 2026-07-21

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MCP Stateless Cutover Enters Its Final Week

The stateless MCP 2026-07-28 spec is now one week out, pushing builders from "port soon" to "port this week" as it retires Roots, Sampling, and Logging. AgentCore per-agent telemetry, LangGraph 1.0 graph-bound tools, and the OpenAI Agents SDK connector are the surfaces to verify before...

mcpagent-runtimesobservabilitylanggraphgovernance
2026-07-21

AgentCore Flips On Per-Agent Telemetry as Bedrock Agents Classic Nears Its Exit

Amazon Bedrock AgentCore now routes new agents' traces to their own CloudWatch log group by default and adds a live ActiveSessionCount metric, just as Bedrock Agents Classic closes to new customers on July 30. It lands two days after the stateless MCP 2026-07-28 spec, which adds a 12-month deprecation ...

agentcoreobservabilitymcpgovernancebedrock
2026-07-20

Agent Runtimes Eat the Framework as MCP Cutover Nears

Amazon Bedrock AgentCore's declarative harness hit general availability, letting teams declare a model, tools, and instructions while the runtime handles orchestration, memory, and recovery — as LangGraph 1.0 folds MCP tools into the graph and Netzilo ships cross-platform runtime governance. Meanwhile ...

agent-runtimesmcpgovernancelanggraphagentcore
2026-07-19

Fable 5 Free Window Closes July 19; MCP Cutover 10 Days Out

Fable 5 free access ends July 19, so capture your long-horizon agent baselines today before metered pricing returns. Meanwhile the stateless MCP 2026-07-28 cutover is 10 days out and guidance has hardened to "port now," while early Gemini 3.5 Pro reports confirm bigger context windows don't beat confidence-gat...

mcpmodel-accesslong-contextragagent-evals
2026-07-18

Gemini 3.5 Pro Ships With 2M Context; MCP Cutover 11 Days Out

Gemini 3.5 Pro lands today with a reported 2M-token context window, reopening the retrieve-vs-stuff trade-off for RAG and memory-backed apps even as retrieval quality still gates cost. Meanwhile the stateless MCP 2026-07-28 cutover is 11 days out, and OpenAI's GPT-5.6 "Sol" keeps pushing subagents into the model runtim...

model-releasesmcplong-contextragagent-frameworks
2026-07-17

MCP v2 Beta SDKs Land in Four Languages; Gemini 3.5 Pro Ships Tomorrow

The stateless MCP 2026-07-28 spec now has beta SDKs for Python, TypeScript, Go, and C#, so teams can test the rewrite before the July 28 cutover — and it's opt-in, so nothing breaks today. Meanwhile Gemini 3.5 Pro is reported to launch July 17 with a 2M-token window, and OpenAI's GPT-5.6 Sol bakes para...

mcpagent-frameworksmodel-releasesinferencegovernance
2026-07-16

MCP Zero-Touch Auth Stable; Fable 5 Free Window Closes July 19

MCP Enterprise-Managed Authorization graduates to stable, replacing per-server OAuth consent with zero-touch IdP SSO — now live across Anthropic, VS Code, Okta, and seven SaaS platforms including Asana, Figma, and Linear. Anthropic also extends Fable 5 free access through July 19 (its third reprieve) as a mystery Honeycomb EAP...

mcp-authfable-5agent-frameworkmcp-migrationmcp-enterprise-managed-authorization
2026-07-15

Agent Eval Tooling Ships; MCP Bridge Buys 14 Days to July 28 Cutover

DeepEval and Ragas ship production-grade agent-loop evaluation extensions, giving the 48% of production teams without eval coverage a practical path to close the gap. The Anthropic MCP SDK also adds a dual-transport bridge to smooth the July 28 stateless spec cutover — but the deadline itself is unchanged.

agent-evalsmcpinferenceragllmops
2026-07-14

MCP's Enterprise Rewrite Draws Security Fire, 15 Days to July 28

Security researchers warn the stateless 2026-07-28 MCP spec widens the agent attack surface even as it simplifies deployment, sharpening a 15-day migration list: drop Mcp-Session-Id state, expose RFC 9728 metadata, and stand up OAuth 2.1. Meanwhile LangChain's data shows adoption outrunning evaluation — 57% of teams run agents...

mcpsecuritygovernanceagent-opsllmops
2026-07-13

ICML Seoul Closes; Governed Memory Ships and MCP Hits 16-Day Sprint

ICML 2026 wrapped in Seoul with a record 23,918 submissions and agentic AI dominating the workshop program, signaling the field's shift from capability research to production-readiness. Meanwhile, AgentPrizm shipped the first GDPR-aligned governed memory platform via MCP, and the MCP July 28 spec countdown enters its f...

agent-inframemorygovernancemcpframeworks
2026-07-12
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