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AI news for teams that ship

Model launches, pricing, coding agents, security: short analyses with an SME and guardrails angle. Human-reviewed before publish.

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Claude Opus 5: effort, long agents, what SMEs should change
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Claude Opus 5: effort, long agents, what SMEs should change

Claude Opus 5 (24 Jul 2026): same price as Opus 4.8, effort ladder, 1M context. What changes for SME prod agents, without redoing the Claude Code guide.

10 min read
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Buzz Jack Dorsey: human + AI agent workspace (buzz.xyz)
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Buzz Jack Dorsey: human + AI agent workspace (buzz.xyz)

Buzz (Block / Jack Dorsey, 21 Jul 2026): who built it, why, Nostr, first-class agents. Our hands-on take and SME guardrails before leaving Slack.

15 min read
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MCP 2026-07: OAuth, stateless core, team migration
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MCP 2026-07: OAuth, stateless core, team migration

MCP 2026-07-28: stateless core, extensions, hardened OAuth. SME checklist to migrate without rewriting the evergreen MCP guide.

11 min read
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Claude Code vs Codex: controls and the token bill
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Claude Code vs Codex: controls and the token bill

Claude Code vs Codex (Jul 2026): approvals, task resume, MCP. Team policy and multi-agent cost, without redoing the compact/clear guide.

12 min read
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Kimi K3: open weights, cost and risks for an SME
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Kimi K3: open weights, cost and risks for an SME

Kimi K3 (Moonshot, Jul 2026): ~2.8T params, open weights, vLLM day-0. SME angle: bounded POC, GPU, HITL, no stack flip on a leaderboard.

10 min read
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GPT-5.6 Sol, Terra, Luna: what changes for an SME
NewsGPT-5.6OpenAIPME

GPT-5.6 Sol, Terra, Luna: what changes for an SME

GPT-5.6 (9 Jul 2026): Sol, Terra, Luna, ChatGPT access, API pricing, ultra multi-agent. SME angle: test, pin, measure tokens before a full migrate.

11 min read
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