> For the complete documentation index, see [llms.txt](https://snowan.gitbook.io/study-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://snowan.gitbook.io/study-notes/ai-manga-learnings.md).

# AI-manga-learnings

- [agentic-memory](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory.md)
- [Agentic Memory (AgeMem)](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/agentic-memory.md)
- [source-link](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/source-link.md)
- [prompts](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts.md)
- [01-memory-problem](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/01-memory-problem.md)
- [02-current-solutions](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/02-current-solutions.md)
- [03-agemem-solution](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/03-agemem-solution.md)
- [04-training-strategy](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/04-training-strategy.md)
- [05-stepwise-grpo](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/05-stepwise-grpo.md)
- [06-architecture](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/06-architecture.md)
- [07-results](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/07-results.md)
- [08-implications](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agentic-memory/prompts/08-implications.md)
- [agents-reliability](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agents-reliability.md)
- [The State of Agents: The Reliability Gap](https://snowan.gitbook.io/study-notes/ai-manga-learnings/agents-reliability/agents-reliability.md)
- [anthropic-postmortem-bugs](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs.md)
- [Content Analysis: Anthropic Postmortem](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/analysis.md)
- [A Postmortem of Three Recent Issues](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/anthropic-postmortem-bugs.md)
- [A Postmortem of Three Recent Issues](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/source-anthropic-postmortem.md)
- [Storyboard: A Postmortem of Three Recent Issues](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/storyboard.md)
- [characters](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/characters.md)
- [Character Definitions: Anthropic Postmortem](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/characters/characters.md)
- [prompts](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts.md)
- [Cover Page Prompt](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/00-cover-postmortem.md)
- [Page 1: The Scale of Claude](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/01-page-scale.md)
- [Page 2: The First Signs](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/02-page-first-signs.md)
- [Page 3: The Three Bugs Revealed](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/03-page-three-bugs.md)
- [Page 4: The Timeline](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/04-page-timeline.md)
- [Page 5: The Deep Dive - Precision Bug](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/05-page-precision.md)
- [Page 6: The Frustrating Hunt](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/06-page-hunt.md)
- [Page 7: The Resolution](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/07-page-resolution.md)
- [Page 8: Lessons Learned](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/08-page-lessons.md)
- [Page 9: The Commitment](https://snowan.gitbook.io/study-notes/ai-manga-learnings/anthropic-postmortem-bugs/prompts/09-page-commitment.md)
- [future-of-enterprise-software](https://snowan.gitbook.io/study-notes/ai-manga-learnings/future-of-enterprise-software.md)
- [The Future of Enterprise Software](https://snowan.gitbook.io/study-notes/ai-manga-learnings/future-of-enterprise-software/future-of-enterprise-software.md)
- [magma-agentic-memory](https://snowan.gitbook.io/study-notes/ai-manga-learnings/magma-agentic-memory.md)
- [Michi Cat Explains MAGMA: AI Memory Magic](https://snowan.gitbook.io/study-notes/ai-manga-learnings/magma-agentic-memory/magma-agentic-memory.md)
- [MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents](https://snowan.gitbook.io/study-notes/ai-manga-learnings/magma-agentic-memory/source-link.md)
- [openai-data-agent](https://snowan.gitbook.io/study-notes/ai-manga-learnings/openai-data-agent.md)
- [Inside OpenAI’s in-house data agent](https://snowan.gitbook.io/study-notes/ai-manga-learnings/openai-data-agent/openai-data-agent.md)
- [panjiu-al128-supernode](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode.md)
- [Analysis: Alibaba Cloud Panjiu AL128 Supernode AI Servers](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/analysis.md)
- [In-depth Analysis of Alibaba Cloud Panjiu AL128 Supernode AI Servers](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/panjiu-al128-supernode.md)
- [The Supernode Revolution - Knowledge Comic Storyboard](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/storyboard.md)
- [characters](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/characters.md)
- [Character Definitions - Panjiu Supernode Adventure](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/characters/characters.md)
- [prompts](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts.md)
- [Cover: The Supernode Revolution](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/00-cover-supernode.md)
- [Page 1: The Growing Challenge](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/01-page-problem.md)
- [Page 2: Meet the AL128 Supernode](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/02-page-supernode.md)
- [Page 3: ScaleUp Interconnection](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/03-page-scaleup.md)
- [Page 4: Three-Layer Architecture](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/04-page-layers.md)
- [Page 5: Future Directions](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/05-page-future.md)
- [Page 6: Conclusion](https://snowan.gitbook.io/study-notes/ai-manga-learnings/panjiu-al128-supernode/prompts/06-page-conclusion.md)
- [scaling-agents](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents.md)
- [Content Analysis - Scaling Long-Running Autonomous Coding](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/analysis.md)
- [The Agent Orchestra: Scaling Autonomous Coding](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/scaling-agents.md)
- [Scaling long-running autonomous coding](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/source-scaling-agents.md)
- [The Agent Orchestra - Knowledge Comic Storyboard](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/storyboard.md)
- [characters](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/characters.md)
- [Character Definitions - The Agent Orchestra](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/characters/characters.md)
- [prompts](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts.md)
- [00-cover-agent-orchestra](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/00-cover-agent-orchestra.md)
- [01-page-single-agent](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/01-page-single-agent.md)
- [02-page-lock-chaos](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/02-page-lock-chaos.md)
- [03-page-risk-averse](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/03-page-risk-averse.md)
- [04-page-breakthrough](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/04-page-breakthrough.md)
- [05-page-running-weeks](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/05-page-running-weeks.md)
- [06-page-showcase](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/06-page-showcase.md)
- [07-page-lessons](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/07-page-lessons.md)
- [08-page-future](https://snowan.gitbook.io/study-notes/ai-manga-learnings/scaling-agents/prompts/08-page-future.md)
- [secure-codebase-indexing](https://snowan.gitbook.io/study-notes/ai-manga-learnings/secure-codebase-indexing.md)
- [Securely indexing large codebases](https://snowan.gitbook.io/study-notes/ai-manga-learnings/secure-codebase-indexing/secure-codebase-indexing.md)
- [simplemem-lifelong-memory](https://snowan.gitbook.io/study-notes/ai-manga-learnings/simplemem-lifelong-memory.md)
- [SimpleMem: Efficient Lifelong Memory for LLM Agents](https://snowan.gitbook.io/study-notes/ai-manga-learnings/simplemem-lifelong-memory/storyboard.md)