Blog
Evidence, analysis and case studies from certified code valuation.
Field notes from the Codeego platform — independent reads on software quality, IP integrity and the practical reality of evidence-based valuation.
27 articles
25 June 2026
OpenMontage: Agent-Orchestrated Video Production with Strong Governance but Growing DevOps Gaps
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22 June 2026
Ponytail AI Coding Practices
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17 June 2026
CUA: Multi‑Language Computer Use Agent Platform
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16 June 2026
Chatwoot: A Full-Featured Engagement Platform with Room for Security and Observability Growth
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11 June 2026
Hermes Agent: A Multi-Platform AI Agent Framework
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9 June 2026
OpenHands: An Open-Source Framework for Building Autonomous AI Agents
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8 June 2026
Valkey: Enterprise-Grade In-Memory Data Store Powered by Rigorous CI and Test Practices
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5 June 2026
How do investors value your software when you raise?
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1 June 2026
crewAI: Building Scalable Multi-Agent Orchestration Frameworks
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28 May 2026
Inside Hugging Face Transformers: Strengths, Gaps, and the Road to Production-Ready AI
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27 May 2026
Exploring ComfyUI: A Modular Hub for Multi‑Model AI Generation
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25 May 2026
Appwrite: The Open‑Source Backend as a Service Powering Modern Apps
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24 May 2026
Inside Supabase: The Open‑Source Firebase Alternative Powering Modern Apps
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23 May 2026
Terax AI Terminal: Secure AI-Powered Command Line Built on Tauri and React
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20 May 2026
Ultralytics YOLO: Turning Cutting‑Edge Object Detection into Production‑Ready Software
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18 May 2026
OpenCV: A Battle-Tested Vision Library Powering Modern AI Applications
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17 May 2026
TradingAgents: An Open-Source Multi-Agent LLM Framework for Financial Trading
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16 May 2026
llama.cpp: A High-Performance, Cross-Platform LLM Inference Engine
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15 May 2026
Exploring UI-TARS Desktop: An Open-Source Multimodal AI Agent Platform
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14 May 2026
Exploring Ruflo: A Multi-Agent Orchestration Platform with Raft-Based Coordination
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13 May 2026
LangChain: Inside the Modular Framework Powering LLM Applications
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12 May 2026
Smolagents: Building Flexible AI Agents with Secure, Sandboxed Code Execution
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10 May 2026
Pydantic AI: A Production‑Grade Agent Framework for Multi‑LLM Applications
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8 May 2026
SGLang: Production‑Ready LLM Inference Engine Bridges Hardware Diversity with Modular Design
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7 May 2026
vLLM: A Production‑Grade Open‑Source Engine for Fast LLM Serving
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6 May 2026
OpenClaw: A Production‑Ready Multi‑Platform AI Assistant Framework
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5 May 2026