Skip to content

Firstloop Wiki

This wiki is our living repository of patterns, experiments, and practical knowledge gained from building AI products. It captures real-world experience from developing agent systems, implementing LLM-powered tools, and deploying AI applications in production.

We share:

  • Proven patterns for agent design, orchestration, and deployment
  • Real-world experiments captured from our active development work
  • Practical implementations tested in production environments
  • Tools and frameworks we've evaluated and recommend
  • Technical insights from building AI systems at scale

Core Sections

🔧 Building Blocks

Essential tools, technologies, and frameworks for AI-powered applications. Our recommended technical stack and implementation patterns.

🤖 Agents

Patterns and architectures for autonomous AI agents from production experience. Real-world implementation examples and lessons learned.

💼 Applications

Real-world AI implementations and case studies from production deployments. Complete applications with performance metrics.

🧪 Experiments

Work-in-progress explorations, proof-of-concepts, and ongoing research. Ideas we're actively testing and validating.

📊 Daily Log

Activity logs tracking our discussions, discoveries, and technical progress over time.