Sign in

Thorin

@tmtabor.io
2.4K followers 737 following 206 posts

Staff Software Engineer specializing in agents, RAG and MCP applications. Nineteen years of full-stack engineering. Open source developer. Building and writing at tmtabor.io

PostsRepliesMedia
Thorin @tmtabor.io · 12/09/2026
Nemotron 3.5 Lightning is a vivid local model. It consistently invents specific, compelling detail. In controlled throughput tests, it out-generated Gemma 4 on raw tokens/sec, and delivered twice the distinct ideas on an open-ended brainstorm. #AgenticAI #LLMs #AIAgents
Nemotron ProseMuse ProseGemma Prose
120
Thorin @tmtabor.io · 29/08/2026
Muse Glimmer is not a replacement for latency-sensitive tasks. But for output quality and reasoning depth over raw speed (e.g., planning, content generation, multi-round review), it's the most interesting open-weight model I've tested this year. #AgenticAI #LLMs #AIAgents
Comparison of Muse Glimmer versus Gemma 4 and Nemotron Lightning
320
Thorin @tmtabor.io · 27/08/2026
If you are in the #bioinformatics or #genomics space, Phylo is worth checking out. I am interested to see where they go from here.​
020
Thorin @tmtabor.io · 20/08/2026
DiffusionGemma generates 256 tokens per step and can rewrite any of them mid-generation. #GenerativeAI
DiffusionGemma
240
Thorin @tmtabor.io · 18/08/2026
I already knew much of what's in this book and I still learned something from every chapter. That's AI Engineering by Chip Huyen. #BookReview
AI Engineering
230
Thorin @tmtabor.io · 13/08/2026
Every AI agent needs config, logging, evals, and guardrails. I built a template so you don't have to. #AIAgents
agent-template repo
330
Thorin @tmtabor.io · 11/08/2026
Scaling an MCP server is mostly a solved problem. Scaling what's behind it is where things get interesting. #MCP
MCP
240
Thorin @tmtabor.io · 09/08/2026
Sound familiar? #AI #Meme
GenAI
271
Thorin @tmtabor.io · 06/08/2026
Pydantic AI's new capabilities feature quietly solves the biggest problem in agent code: reuse. Here's what stood out to me in v2: #AIAgents
Pydantic AI
330
Thorin @tmtabor.io · 02/08/2026
Interesting thoughts on cognitive surrender and implementing intentional friction in AI workflows. Talk by Kathy Baxter at the #AgenticAISummit. #AgenticAI
130
Thorin @tmtabor.io · 02/08/2026
Some great tools coming out of Google for identifying deepfakes, tracing the provenance of images and ensuring that AI bridges communities. Talk by Chris Bregler at the #AgenticAISummit. #AgenticAI
110
Thorin @tmtabor.io · 02/08/2026
Ring true? #AI #AgenticAI #Meme
AI in demos
241
Thorin @tmtabor.io · 01/08/2026
Great talk on agentic tooling and self-direction by Alex Graveley at the #AgenticAISummit.
110
Thorin @tmtabor.io · 01/08/2026
"Science is not getting faster with AI, it's getting slower." --Mengdi Wang at the #AgenticAISummit #AgenticAI
231
Thorin @tmtabor.io · 01/08/2026
Understanding model cognition with Eric Ho at the #AgenticAISummit. Important for reverse-engineering what's going on in a model's weights during inference. #AgenticAI
110
Thorin @tmtabor.io · 01/08/2026
James Zou using #AIAgents to model therapeutics at the #AgenticAISummit.
020
Thorin @tmtabor.io · 01/08/2026
Markus J. Buehler talks AI agents in scientific discovery. #AgenticAISummit #AgenticAI
120
Thorin @tmtabor.io · 01/08/2026
AI-accelerated chip tradeoffs being discussed by Peter DeSantis at the #AgenticAISummit. It's cool. Chip design is something I don't know much about in depth. #AgenticAI
110
Thorin @tmtabor.io · 01/08/2026
"We're at a critical point in AI safety." --Dawn Song #AgenticAISummit #AgenticAI
020
Thorin @tmtabor.io · 26/07/2026
Guilty as charged. #SoftwareEngineering #BuildInPublic #Meme
Git Blame... It's Me!
180