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Daily Dose of Data Science | Avi Chawla | Substack

Minimax M2.5 offers 95% cost reduction compared to Claude Opus 4.6 while maintaining comparable coding performance. The open-source model scores 80.2% on SWE-Bench Verified, excels at long-horizon agentic tasks, and activates only 10B parameters. The article demonstrates setting up OpenClaw with M2.5 via Telegram integration and showcases three production agents: Neo (AI engineer), Pulse (research assistant), and Pixel (graphic designer). Acontext, an open-source context data platform, simplifies agent infrastructure by handling message format conversion, persistent storage, and cross-framework compatibility.

Cut OpenClaw Costs by 95%

Context engineering is hitting a new bottleneck!