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Project Glasswing: Anthropic's First Numbers
In one month a restricted Claude model scanned over 1,000 open-source projects and isolated more than 10,000 high or critical severity bugs.
Registered as an Associate Engineer with the Engineering Council of Sri Lanka
Receiving official registration under the ECSL Act No. 4 of 2017. What statutory engineering recognition means for software and systems practitioners.
MCP and A2A Are Layers, Not Rivals
The consolidation under open standards settled the protocol question. MCP solves tool access; A2A solves agent collaboration. Here is how they stack in production.
Docker's Dynamic MCP and the Context Window Problem
Fifty tool definitions crammed into the context window costs tokens, degrades reasoning, and risks hallucinations. Docker's containerized MCP Gateway and dynamic discovery flip the model.
Why I'm Excited About MCP
A standard way to hand a model your files, your tools, and your prompts, without custom glue code holding it all together.
Apple's AI Coding Assistant in Xcode: Local-First Engineering on Apple Silicon
How Apple built predictive code completion directly into Xcode 16 using the Apple Neural Engine. Zero cloud roundtrips, offline privacy, and Swift specialization.
