explainx / blog
Claude Fable 5, Loop Engineering, AI Agents, Self-Correction, Agent Memory
Design effective loops with Claude Fable 5 — self-correction, /goal, verifier sub-agents, and memory. Updated for July 1 restore on Claude Code and Managed Agents.
Sep 8, 2026
Supermemory announced learner-1 on September 8, 2026, framed as a step toward continual learning for AI agents. The announcement drew immediate pushback for vagueness — "what actually is learner-1?" was the top reply. Here's what's confirmed, what isn't, and how it fits next to other 2026 agent-memory approaches.
Aug 20, 2026
A practical cookbook for Claude Code loops: the exact /loop, /goal, and /schedule commands to type for CI, PR babysitting, and test watching — plus the budgets that keep a loop from burning tokens after the session should have stopped.
Aug 20, 2026
Claude Code engineer Thariq Shihipar argued that software has always been late, over budget, and a bad fit — and that SMBs simply went without. The 2026 'software factory' is the claim that coding agents can make internal software a reliable process. explainx.ai defines the term, splits it from vibe coding and product startups, and maps what you actually build.
