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.
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.
Aug 19, 2026
Evaluating conversational agents at production scale has meant choosing between expensive frontier LLM-as-judge calls and cheap judges you cannot trust. LangChain's August 18 launch of LangSmith Tuned Evaluators ships a managed Perceived Error judge — post-trained, benchmark-beating, and billed only on successful runs.
