{"generator":"Jekyll","link":[{"@attributes":{"href":"https:\/\/shsolomo.github.io\/feed.xml","rel":"self","type":"application\/atom+xml"}},{"@attributes":{"href":"https:\/\/shsolomo.github.io\/","rel":"alternate","type":"text\/html"}}],"updated":"2026-08-24T16:49:10+00:00","id":"https:\/\/shsolomo.github.io\/feed.xml","title":"Shane Solomon","subtitle":"Engineering, AI agents, and building systems that compound. Thoughts from a veteran turned software engineer at Microsoft.","author":{"name":"Shane Solomon"},"entry":[{"title":"Transformers are resource managers, not magic","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/08\/24\/Transformers-Are-Resource-Managers-Not-Magic.html","rel":"alternate","type":"text\/html","title":"Transformers are resource managers, not magic"}},"published":"2026-08-24T16:29:44+00:00","updated":"2026-08-24T16:29:44+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/08\/24\/Transformers-Are-Resource-Managers-Not-Magic","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"The KV Cache, Now With the Math: Attention for Developers Who Want the Equations","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/23\/The-KV-Cache-Now-The-Math.html","rel":"alternate","type":"text\/html","title":"The KV Cache, Now With the Math: Attention for Developers Who Want the Equations"}},"published":"2026-06-23T19:38:00+00:00","updated":"2026-06-23T19:38:00+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/23\/The-KV-Cache-Now-The-Math","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"What Is a KV Cache? A Developer\u2019s Guide to the Trick That Makes LLMs Fast","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/23\/What-Is-a-KV-Cache.html","rel":"alternate","type":"text\/html","title":"What Is a KV Cache? A Developer\u2019s Guide to the Trick That Makes LLMs Fast"}},"published":"2026-06-23T19:16:33+00:00","updated":"2026-06-23T19:16:33+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/23\/What-Is-a-KV-Cache","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"I Taught My AI Agents to Sleep. Now I\u2019m Teaching Them to Wake Up.","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/16\/Teaching-My-AI-Agents-To-Wake-Up.html","rel":"alternate","type":"text\/html","title":"I Taught My AI Agents to Sleep. Now I\u2019m Teaching Them to Wake Up."}},"published":"2026-06-16T03:55:34+00:00","updated":"2026-06-16T03:55:34+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/06\/16\/Teaching-My-AI-Agents-To-Wake-Up","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"The Hardest Part of Building AI Agents Isn\u2019t the AI","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/03\/18\/The-Hardest-Part-Of-Building-AI-Agents-Isnt-The-AI.html","rel":"alternate","type":"text\/html","title":"The Hardest Part of Building AI Agents Isn\u2019t the AI"}},"published":"2026-03-18T02:00:00+00:00","updated":"2026-03-18T02:00:00+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/03\/18\/The-Hardest-Part-Of-Building-AI-Agents-Isnt-The-AI","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"From 600MB of Models to Zero: How I Simplified My AI Agent Memory System","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/architecture\/2026\/03\/15\/From-600MB-Of-Models-To-Zero.html","rel":"alternate","type":"text\/html","title":"From 600MB of Models to Zero: How I Simplified My AI Agent Memory System"}},"published":"2026-03-15T17:00:00+00:00","updated":"2026-03-15T17:00:00+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/architecture\/2026\/03\/15\/From-600MB-Of-Models-To-Zero","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}},{"@attributes":{"term":"architecture"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Myelin: A Brain-Inspired Knowledge Graph for AI Agent Memory","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/03\/12\/Myelin-Brain-Inspired-Knowledge-Graph-For-AI-Agent-Memory.html","rel":"alternate","type":"text\/html","title":"Myelin: A Brain-Inspired Knowledge Graph for AI Agent Memory"}},"published":"2026-03-12T19:00:00+00:00","updated":"2026-03-12T19:00:00+00:00","id":"https:\/\/shsolomo.github.io\/ai\/agents\/2026\/03\/12\/Myelin-Brain-Inspired-Knowledge-Graph-For-AI-Agent-Memory","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"ai"}},{"@attributes":{"term":"agents"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Simplified Explanation of Gradients and Neural Networks","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/machine-learning\/neural-networks\/2024\/07\/30\/Basic-Gradients-In-Neural-Networks.html","rel":"alternate","type":"text\/html","title":"Simplified Explanation of Gradients and Neural Networks"}},"published":"2024-07-30T00:35:00+00:00","updated":"2024-07-30T00:35:00+00:00","id":"https:\/\/shsolomo.github.io\/machine-learning\/neural-networks\/2024\/07\/30\/Basic-Gradients-In-Neural-Networks","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"machine-learning"}},{"@attributes":{"term":"neural-networks"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Vector Space of Polynomials with Real Coefficients","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/math\/machine-learning\/2024\/02\/07\/Vector-Space-Poly-Real-Coefficient.html","rel":"alternate","type":"text\/html","title":"Vector Space of Polynomials with Real Coefficients"}},"published":"2024-02-07T15:25:00+00:00","updated":"2024-02-07T15:25:00+00:00","id":"https:\/\/shsolomo.github.io\/math\/machine-learning\/2024\/02\/07\/Vector-Space-Poly-Real-Coefficient","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":[{"@attributes":{"term":"math"}},{"@attributes":{"term":"machine-learning"}}],"summary":{"@attributes":{"type":"html"}}},{"title":"Reflections: Tech, Personal Growth, and Everything in Between","link":{"@attributes":{"href":"https:\/\/shsolomo.github.io\/first-post\/2024\/02\/02\/Reflections.html","rel":"alternate","type":"text\/html","title":"Reflections: Tech, Personal Growth, and Everything in Between"}},"published":"2024-02-02T05:45:00+00:00","updated":"2024-02-02T05:45:00+00:00","id":"https:\/\/shsolomo.github.io\/first-post\/2024\/02\/02\/Reflections","content":{"@attributes":{"type":"html"}},"author":{"name":"Shane Solomon"},"category":{"@attributes":{"term":"first-post"}},"summary":{"@attributes":{"type":"html"}}}]}