Editorial Search Archive

Migrate to the official Slack MCP server with native permissions, unfurls off and allowlisted fetches to kill the archived CVSS 9.3 leak class fast.

Deploy MAF agents as Foundry Hosted Agents with Entra identity and safe versioning while Capability Hosts keep history and files in your own tenant.

Compare Fable 5.1 at 11% enterprise spend vs Opus 5 and Gemini 3.8 Flash with benchmark deltas and a proven routing gateway that cuts token costs 68%.

Kimi K2.8 Preview ships Sep 11 under the same kimi-for-coding ID with near-K3 speed, full 1M context for all tiers and adjustable thinking levels.

DeepSeek routes V4-Pro traffic to V4.1 Flash since Sep 14 with CED architecture, 90.9 GPQA scores and 30x lower cost. Full migration steps inside.

Build Gemini 3.8 Live voice agents with Extended Thinking, 97-language switching and background tool calls for proven production support workflows.

Give agents ColPali visual retrieval over document screenshots with late interaction matching and binary compression for tables that never survive parsing.

Build a Stripe MCP server with restricted rk_ keys, 14 hosted tools and human approval gates for refunds and invoices in proven production agent flows.

Sweep reasoning effort per task class with proven low high max tiers, default down from max thinking, and escalate on repair rates to cut spend 40%.

Atria Dawn Preview ships quiet MIT 744B MoE weights with 5 vendor-reported top scores. Independent evals, hosting dates and context checks still pending.

Explore World Labs Atlas turning phone photos into explorable 3D worlds with pixel camera control and real-to-sim robot training pipelines for production.

Expose curated versioned tools through one Foundry Toolbox MCP endpoint with central credentials, blue-green versions and RAI guardrail policies.