The 2.0→3.0 shift: from context-aware to context-cooperative AI systems
mdancho84 · x · 2026-11-14
The author argues we're in the middle of the 2.0→3.0 shift: moving from "context-aware" (1.0) to "context-cooperative" (2.0+) systems changes everything from memory design (layered architectures) to multi-agent collaboration (shared memory and subagents).
More from coding & agent
- OpenOrange claims 34.8x lower S3 costs for agent workloads via Rivet's storage engine — vincent_koc · 2026-11-14
- Gemini 4 Carbon Review: Stronger Coder Than Argon, but Fable 5.2 Raised the Bar — every · 2026-11-14
- AI-coded Three.js scenes went from laughable low-poly to cinematic in one year — nitarshan · 2026-11-14
- Borland C++ 2.0 Compiler Source Reconstructed Byte-Perfect With Claude Code Tool — IgorCarron · 2026-11-14
- Upcoming DeepAgents/LangGraph manual unpacks how agent state flows to model calls — ghumare64 · 2026-11-14
- Context Engineering 2.0 follow-up: more intelligence, lower human-AI interaction cost — mdancho84 · 2026-11-14