Software Factory Autonomous AI Agent Framework
An automated software engineering framework leveraging autonomous AI agents for end to end development.
Technical blog
Practical engineering guides and insights
Raising Code Quality in AI Assisted Software Engineering
Elevate software quality standards in AI assisted engineering to prevent technical debt and pattern replication.
Guide to Machine Learning Classification Metrics
Evaluate model performance using accuracy precision recall and f1 score. Learn key machine learning concepts.
Next-Concept Modeling Fast Hierarchical Text Generation Framework
Stanford researchers created Next-Concept Modeling to accelerate text generation and improve training efficiency.
Understanding Okapi BM25 Search Ranking Algorithm
Okapi BM25 is a search ranking framework using term frequency and document length normalization.
Agent Harness Engineering and Self Improvement Infrastructure
Learn how agent harnesses manage runtime execution and orchestration to drive recursive AI self improvement.
Codex Best Practices
Codex Best Practices and common pitfalls to avoid
Ollama vs OpenRouter Comparison Local Engine vs Cloud Gateway
Compare Ollama local runtime and OpenRouter cloud API gateway for LLM integration privacy and cost.
Jev System One Decision Engine Overview
Jev is a System One decision engine returning typed probabilistic outputs from structured input state.
Agentic Engineering for Legacy Codebases
Deploy autonomous AI agents into legacy codebases safely using strict risk zones and automated verification.
Self Driving Product Architecture with Autonomous Agents
Autonomous software agents optimize product architecture using continuous feedback loops.
WebMCP Client Side Browser Standard for AI Agents
WebMCP exposes client side JavaScript to AI agents directly within the browser session context.
Context Engineering Overview and Key Architecture Patterns
Learn how context engineering manages dynamic context windows for AI agents beyond simple prompt engineering.
Managing AI Generated Pull Requests and Code Review Workflows
Learn how engineering teams manage AI PR volume with automated triage meta review and noise mitigation.
OpenAI Codex Interaction Surfaces Overview and Architecture
Explore OpenAI Codex across CLI Desktop Web and IDE interfaces with unified access and shared usage allowances.
SEO Funnel Strategy TOFU MOFU BOFU Keyword Intent
Align TOFU MOFU and BOFU stages with keyword intent to drive higher organic revenue and conversions.
Cyclomatic Complexity and CRAP Metrics Guide
Learn how Cyclomatic Complexity and CRAP metrics evaluate code maintainability execution paths and change risk.
Understanding Change Risk Anti-Patterns CRAP Metric
The CRAP metric evaluates software risk by combining cyclomatic complexity with automated test coverage.
Software Factory Architecture and Agentic Workflows
Software factories automate code generation and verification using event driven workflows and quality gates.
Model Context Protocol Overview and Architecture
Learn about the Model Context Protocol architecture for coordinating context between AI models and data sources.