
In the twelve months leading up to 2025, we crossed several invisible thresholds. Open-source models surpassed proprietary frontiers in code generation quality. Frameworks like LangChain, LlamaIndex, AutoGPT derivatives, and emerging agent-native platforms reduced the overhead...