2026-03-12 10:01 UTC

Claude Opus 4.6 Introduces Adaptive Reasoning and Context Compaction for Long-Running Agents

Anthropic’s Claude Opus 4.6 introduces "Adaptive Thinking" and a "Compaction API" to solve context rot in long-running agents.

The model supports a 1M token context window with 76% multi-needle retrieval accuracy.

While leading benchmarks in agentic coding, independent tests show a 49% detection rate for binary backdoors, highlighting the gap between SOTA claims and production security.

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Ludi Akue discusses how the tech sector’s rising emissions impact our global climate goals.

Drawing from her experience as a CTO, she explains seven key lessons for implementing Green IT.

She shares insights on LCA assessments, the paradox of microservices, and why FinOps doesn’t always equal green.

Have you ever tried mixing oil and water?

That is the moment software architecture is entering as deterministic systems meet non deterministic AI behaviour.

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