Tags: system-design
All the articles with the tag "system-design".
The Chasm between Building an AI Agent and a Reliable One
Updated: at 01:00 AMUnderstanding the fundamental difference between building a demo AI agent and building a production-ready reliable one. Exploring the reliability chasm and how defensive architecture, pre-action checks, post-action verification, and proper turn transitions are essential for creating agents that work consistently in real-world scenarios.
AGI is an Engineering Problem
Updated: at 11:00 AMLLM models are plateauing, but true AGI isn't about scaling the next breakthrough model—it's about engineering the right context, memory, and workflow systems. AGI is fundamentally a systems engineering problem, not a model training problem.
What is Context Engineering? (The Evolution Beyond Prompt Engineering)
Updated: at 11:00 AMUnderstanding context engineering as the next evolution in AI system design, exploring its fundamental differences from prompt engineering and practical techniques for building robust AI agents.
Building Multi-Agent Research Systems
Updated: at 11:00 AMTechnical deep-dive into building production-ready multi-agent research systems, covering architectural patterns, prompt engineering strategies, evaluation methodologies, and hard-won lessons from scaling AI agents in production.
Prompt Engineering- The Critical Skill for Building Reliable Agentic Workflows
Updated: at 11:00 AMAn exploration of why prompt engineering is essential for creating reliable AI agents - covering deterministic behavior in probabilistic systems, tool use precision, chain-of-thought integrity, and practical techniques for measuring effectiveness.
Single Agent vs Multi-Agent AI Systems- Which Architecture Do You Need?
Updated: at 03:22 PMDive into the critical differences between single-agent and multi-agent AI architectures and discover which approach maximizes efficiency for your specific use case. Learn how IBM's LATS and Microsoft's MetaGPT are revolutionizing AI collaboration, decision-making capabilities, and autonomous functioning across industries. Essential reading for AI developers and business leaders.
Deterministic vs Probabilistic AI Systems
Updated: at 03:22 PMAn in-depth comparison of deterministic and probabilistic approaches in AI systems, exploring their strengths, limitations, and optimal use cases in modern artificial intelligence applications.
Architecture Decision Records (ADRs)
Updated: at 04:22 PMA comprehensive guide to Architecture Decision Records (ADRs) - why they're crucial for software projects, how to implement them effectively, and their role in maintaining institutional knowledge for complex systems.