From the meLink team
Tag: meLink
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Claude Code AGENTS.md: Shared Context Arrives
Claude Code now reads AGENTS.md when CLAUDE.md is absent, giving teams a more portable baseline for coding-agent instructions.
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Qwen 3.8 Omni Flash Joins the Agent Race
Qwen 3.8 Omni Flash leads today’s AI news, while Astra for Law shows why trusted tools, sources and review shape…
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MiMo 2.6 Training Dashboard Goes Live
Xiaomi has exposed a live MiMo 2.6 post-training dashboard. The bigger signal is a new standard for observable agent development.
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Gemini 3.8 Live Keeps Talking While Agents Work
Gemini 3.8 Live keeps conversations moving while tools run. What its background-work model means for reliable AI agents.
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Pion Autonomous Business Agents Go Live
Pion puts autonomous business agents into a live research preview, forcing builders to confront permissions, monitoring and human control.
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Fable 5.1 Solved a Cipher. Now It Needs a Test
Fable 5.1 reportedly solved a centuries-old cipher. The real lesson for teams is how to make agent investigations reproducible and…
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Real-SWE Benchmark Puts Coding Agents on Notice
Real-SWE tests coding agents on private production codebases. Its early scores show why verification matters before teams delegate real work.
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Anthropic Threat Report: An Agent Ops Warning
Anthropic’s new threat report shows why capable agents need permission boundaries, audit trails and real human checkpoints.
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DeepSeek V4.1 Flash Shrinks Agent Memory Costs
DeepSeek V4.1 Flash targets a costly agent problem: retaining long context without making memory infrastructure the bottleneck.
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Desert Ant Local Models Move AI Onto Everyday Devices
Desert Ant local models put on-device AI back in focus, giving builders a concrete reason to separate private, fast tasks…