Practical breakdowns of SaaS pricing models, tool comparisons, and infrastructure decisions
LangGraph, CrewAI, and OpenAI Agents SDK all work in demos. But 95% of agent pilots never reach production. This article breaks down the real failure modes, cost structures, and why the framework is the easiest part of the problem.
Most teams still route every request to frontier models and watch their bills explode. Smart teams quietly cut 60–80% by building proper rou...
Vector databases look cheap at 100k records. At 10 million, the bill becomes painful, and for many use cases, simpler markdown + search ofte...
Token prices have crashed 99% in two years, yet most AI SaaS teams are seeing their inference bills explode 3–10x. Agentic usage is the sile...
78% of companies are running AI agent pilots, but only 14% make it to meaningful production. The other 64% are quietly burning budget in pil...
Vector databases look cheap at first, but RAG cost is distributed across storage, embeddings, queries, and re-ranking. This article breaks d...
One user costs $0.50/month. Another costs $500. Per-seat pricing hides the damage until your margins collapse. This article breaks down why...