Hype-free perspectives on enterprise AI, Agentic AI, LLM optimisation,
and building organisations that win with artificial intelligence.
We benchmarked the off-the-shelf prompt generators from OpenAI and Anthropic against EigenPrompt on a real classification task — and found up to a 10x gap in cost and carbon footprint with accuracy gains.
A synthesis of where the open-source agent ecosystem actually sits, drawn from production post-mortems, recent CVE disclosures, current GitHub issue traffic
After two years of industry experimentation, the question has shifted from which AI agent framework is most impressive to which ones actually survive contact with production environments.
Insights on AI strategy, LLM optimisation, and what's actually working in enterprise deployments. No hype.