Hey Jeff —
Your March video on open-source AI tools nailed it: "In 2026, writing code by hand is no longer the bottleneck — managing AI agents is." Your October take on MCPs as the fix for vibe coding was the right instinct — static context injection at session start.
But MCPs are static. They don't learn which corrections recur or which rules matter. Every session, you're re-teaching the same preferences.
Gradata is the memory MCP. It watches corrections across sessions, identifies patterns, and graduates persistent rules injected at session start. Think: MCP that learns from your corrections.
CLI-first, OSS, provider-agnostic. Demo takes under 5 minutes: install, run a session, make a correction, next session benefits.
GitHub: https://github.com/Gradata/gradata
Docs: https://gradata.ai
You'd be the first to cover an agent-memory tool from the "managing AI agents" angle you established in March. I can supply a before/after correction comparison as B-roll for a 100-second explainer.
Want to check out the repo?
— Oliver
Hey Jeff —
Your March video on open-source AI tools nailed it: "In 2026, writing code by hand is no longer the bottleneck — managing AI agents is." Your October take on MCPs as the fix for vibe coding was the right instinct — static context injection at session start.
But MCPs are static. They don't learn which corrections recur or which rules matter. Every session, you're re-teaching the same preferences.
Gradata is the memory MCP. It watches corrections across sessions, identifies patterns, and graduates persistent rules injected at session start. Think: MCP that learns from your corrections.
CLI-first, OSS, provider-agnostic. Demo takes under 5 minutes: install, run a session, make a correction, next session benefits.
GitHub: https://github.com/Gradata/gradata
Docs: https://gradata.ai
You'd be the first to cover an agent-memory tool from the "managing AI agents" angle you established in March. I can supply a before/after correction comparison as B-roll for a 100-second explainer.
Want to check out the repo?
— Oliver