Blog Posts
January 17, 2026
Layers of AI: From Classical Reasoning to Agentic Systems
A practical, systems-level explanation of how modern AI builds upward from classical logic to agentic, autonomous systems and why each layer still matters.
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January 15, 2026
GraphQL-Aware Self-Healing Systems: How Multi-Signal AI Fixes Resolver Failures Without Hiding Bugs
A GraphQL-aware healing engine fuses semantic logs, resolver dependency graphs, and operational telemetry to recover from partial failures without masking regressions.
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Sept 13, 2025
Training Big Models on Small Machines with Colossal-AI
Training large AI models like GPT-2 or BERT has often been out of reach for developers with limited hardware. You usually need multiple GPUs with large amounts of VRAM, or you hit out-of-memory errors right away. This is where Colossal-AI teps in. It’s an open-source library designed to scale models efficiently while keeping costs manageable.
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March 23, 2025
Building Scalable AI Agents A Beginner-Friendly Guide
You might have heard terms like agentic framework, reasoning method, or knowledge base. you ll find a clear explanation of the basic concepts, followed by a simple case study to show how it all comes together
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July 27, 2024
Adapting to the Unexpected: A Lesson in Cybersecurity Risk Management
'No Plan Survives First Contact With the Enemy', this saying, often attributed to military strategists, perfectly encapsulates a crucial aspect of cybersecurity: even the best-laid plans must adapt to unforeseen challenges. This principle is particularly relevant in risk assessment, where flexibility and strategic decision-making are key.
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