From the meLink team
Category: Agentic AI
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MiniCPM5-2B Brings Tool Use to Local Agents
MiniCPM5-2B brings long context and tool use to local AI agents. Here is what builders should test before deploying it.
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AI Business Calendars Keep Automation Honest
AI business calendars help teams make time-sensitive promises their automation can keep, with clear rules for availability, cut-offs and handoffs.
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DeepSeek V4 Flash Vision Brings Eyes to Agents
DeepSeek V4 Flash Vision brings image understanding into agent workflows. The real opportunity is safer visual evidence, routing and handoffs.
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Decision Latency Is the AI Metric That Matters
Measure AI by the time from a business question to a responsible next move—not by response speed, tokens, or impressive…
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Git-Native Agent Memory Gets an MCP Server
OKF Agent Memory puts persistent agent knowledge in Git files, bringing MCP access, review history and clearer ownership to agent…
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AI Review Queues Make Automation More Useful
AI review queues turn human oversight into a usable operating system: clear triggers, context, ownership, timing, and learning loops.
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Claude Formalizes Fermat’s Last Theorem in Lean
Claude’s 11-day Lean formalization of Fermat’s Last Theorem shows why verifiable agent work may matter beyond mathematics.
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AI Output Contracts: Make Agents Easier to Use
AI output contracts turn agent responses into reviewable decisions, with evidence, limits and a clear next owner.
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GPT-6 Astra Turns Agent Memory Into a Map
GPT-6 Astra’s ARC-AGI-3 results and K2 Horizon’s open model fleet point to a sharper question: how do agents keep context…
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After-Hours Website Coverage Is a Growth Decision
After-hours website coverage keeps buyer conversations moving with honest answers, clear escalation, and a human-first next step.