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ED

Ed Donner

Tier 1 (Hot)Unclaimed Profile

@ed-donner

Co-Founder and CTO at AI startup Nebula.io

Nebula.io New York 3,223 followers 11,236 stars On GitHub since 2021
edwarddonner.com

Analyzed 2d ago

Repos Analyzed

26

With LLM Usage

8

Total Call Sites

65

LLM Providers

5

Stack Complexity
advanced
66/100
AI Providers
3
Frameworks
2
Agent Frameworks
1
Observability
1
Architecture Overview

LLM Providers

OpenAIGoogleAnthropicHuggingFaceGroq
Interactive Cost Calculator

Estimate costs using published model pricing and your own volume inputs.

Model

Daily API Calls

1,000
10100K

Avg Tokens per Request

1,000
10010,000

gpt-4o pricing

Input: $2.5/1M tokens  ·  Output: $10/1M tokens

These estimates use published model pricing. Actual costs depend on your call volume, prompt length, and response size.

Repositories with LLM Usage (8)

llm_engineering

Repo to accompany my mastering LLM engineering course

55/100 advanced
OpenAIGoogleAnthropic

Other repos checked (18)

productionactionalexsdscyberpmfinallykanbanragprelegalshowcaseeventterritoryfreecell

Models

gpt-4ogemini-2.5-proclaude-4-sonnetllama-3.3-70b

Frameworks

LangChainSemantic KernelLiteLLM

Agent Frameworks

LangGraph

Vector Stores

ChromaFAISS

Embeddings

OpenAI Tokenizer

Observability

W&BLangSmith
gpt-4o
gemini-2.5-pro
claude-4-sonnet
LangChain
Chroma
9 call sites0 files checked5487
agents

Repo for the Complete Agentic AI Engineering Course

66/100 advanced
AnthropicHuggingFaceOpenAIclaude-4-sonnetllama-3.3-70bgpt-4oLangChainSemantic Kernel
13 call sites0 files checked4551
tech2ai

Code to accompany my course from Software Engineer to AI Data Scientist

37/100 moderate
OpenAIGoogleAnthropicGroqgpt-4ogemini-2.5-proclaude-4-sonnetllama-3.3-70bChroma
11 call sites0 files checked250
agentic

Hands-on LLM Engineering including Agentic AI Project

30/100 moderate
OpenAIgpt-4oLiteLLMChroma
5 call sites0 files checked159
choose_llm

Companion code to my class Choosing the Right LLM

45/100 advanced
OpenAIAnthropicGroqgpt-4oclaude-4-sonnetllama-3.3-70bLangChainFAISSChroma
9 call sites0 files checked72
outsmart

An LLM Arena that pits AI models against each other in a battle of diplomacy and deviousness

25/100 moderate
OpenAIAnthropicGoogleGroqgpt-4oclaude-4-sonnetgemini-2.5-prollama-3.3-70b
8 call sites0 files checked43
connect

An Arena for playing Four-In-A-Row between LLMs

25/100 moderate
OpenAIAnthropicGroqgpt-4oclaude-4-sonnetllama-3.3-70b
6 call sites0 files checked20
earlier_version_of_outsmart

A battle arena of diplomacy and deviousness between LLMs

20/100 moderate
OpenAIAnthropicgpt-4oclaude-4-sonnet
4 call sites0 files checked3
space
fin
test_flow
remoto