Your provider's minimum notice period has become its actual schedule
184 days at OpenAI, 61 at Anthropic, 92 for a Codex variant. Retirement notice is a contract clause, and your teams are the ones absorbing it.
LLMOps
1M-token context windows: is it time to rethink your RAG architecture?
GPT-5.6 and Kimi K3 make 1M-token context the norm. Cost, recall, and hybrid architecture: what should actually change in your RAG.
Token Budgeting for Production AI Agents: How to Prevent Cost Explosions
A long-running agent can multiply your inference bill. Four concrete levers to regain control of token budgets in production.
Why Your Inference Costs Are Exploding (and How to Cut Them by 60%)
Enterprise LLM spend doubled in 6 months. Semantic caching, model routing, and quantization can cut costs by 60% without touching output quality.