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#production

4 posts tagged production.

Thoughts

Production standardisation is eating research velocity for breakfast

The rush to standardise AI tooling is turning every research experiment into an enterprise deployment checklist.

frameworks production research tooling

Production deployment is the new frontier research

While researchers obsess over benchmarks, the real breakthroughs are happening in production environments where models meet reality.

deployment production research testing

Confidence scores are just anxiety for algorithms

Teaching models to second-guess themselves won't save us from production disasters.

uncertainty-estimation production deployment

Tools & Experiments

Composio Agent Orchestrator

Open source framework for building production-ready multi-agent workflows that go beyond simple ReAct loops.

experimental
multi-agent orchestration open-source production