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⚡ AI Lessons

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift
Recall != consumption. Same anti-pattern reproduced across sessions despite recall hitting the right files. Three layers of fix and a capability-driven governan

Dev.to · chunxiaoxx
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Build a Production MCP Server with Docker: A Step-by-Step Guide
Build a Production MCP Server with Docker: A Step-by-Step Guide The Model Context Protocol...
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