GeezerVison is showing github.com — samestrin - Overview
Principal Engineer @ Estrin Group. Deterministic First AI: agents, evaluation, production AI. 8x CTO. Co-founder of 2 public companies.
Principal Engineer at Estrin Group. I build products and AI systems for clients and serve as a fractional CTO. Eight times CTO, including CTO of the Evidence.com division at TASER (now Axon). Co-founder of 2 companies that went public.
I design AI systems on a Deterministic First principle. Deterministic code owns everything it can do reliably. LLMs are limited to the steps that require judgment. Every model output is validated in code before the workflow continues, with human approval for critical actions.
Start here:
- atcr: Agent Team Code Review. A panel of AI reviewers on different models, merged by a deterministic reconciler. Go.
- llm-interface: one interface for 36 LLM providers. JavaScript, npm.
- llm-tools: MCP servers and CLIs for AI agents. Go.
- llm-env: point any OpenAI- or Anthropic-compatible tool at any provider. Bash.
samestrin.com · estringroup.co · LinkedIn
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A simple NPM interface for seamlessly interacting with 36 Large Language Model (LLM) providers, including OpenAI, Anthropic, Google Gemini, Cohere, Hugging Face Inference, NVIDIA AI, Mistral AI, AI…
JavaScript
123
13
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Force any OpenAI-compatible or Anthropic API-compatible tool (Claude Code, Qwen Code, Aider, Fabric, Interpreter) to use Gemini, Groq, Cerebras, or Ollama. Pure Bash. Zero dependencies.
Shell
9
1
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A Python-based REST API for PDF OCR using AI models with PyTorch and Transformers that runs in a Docker container.
Python
37
11
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llm-newsletter-generator transforms a valid RSS feed into a "Newsletter" using AI models via PyTorch and Transformers; this is experimental.
Python
15
4
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High-performance Go tools for LLM Agents (MCP/CLI). 100x faster than Python. Includes native MCP Server, token-optimized search, and persistent project memory.
Go
3
1
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Agent Team Code Review
Go
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