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Last updated 2 days ago
MCP vs REST/HTTP API vs Kafka: The Architect's Guide to Agentic AI Integration
2 days ago
Every major AI vendor now supports the Model Context Protocol. The framing...
Designing Human-in-the-Loop Approval Gates for Enterprise AI Agents
2 days ago
AI agents become useful when they can do more than generate text...
Exploring the DBMS_DEVELOPER Package: JSON Metadata for Oracle Objects
3 days ago
Oracle Database 23ai introduced the powerful DBMS_DEVELOPER package, giving developers and database...
When Your Benchmark Leaks the Answer
2 days ago
A detector I built was scoring 0.067 recall on temporal errors, meaning...
Multi-Agent Systems: Architecture Patterns for Developers
3 days ago
Most production agent projects do not fail because the model is weak...
RAG, Vector Databases, and MCP: Wiring Them Together for Production
3 days ago
Why This Combination Matters Most RAG tutorials stop at the same point...
Stop Blaming Executor Memory: The Real Reasons Your Spark Jobs Are Slow
3 days ago
After a decade of building and debugging large-scale data pipelines across financial...
How to Test Web Accessibility Using Playwright and Axe-Core
3 days ago
What Is Accessibility Testing? Imagine trying to use a website With your...
Common Pitfalls in RAG Applications: What to Avoid When Using Vector Search and Embeddings
3 days ago
Here's the demo that always works: you point a notebook at a...
The New API Contract Is Probabilistic: Building Reliable Systems Around Unreliable Model Outputs
3 days ago
For decades, API design rested on a reassuring assumption: given valid input...
Federated MCP Control Plane: Policy-Aware Access to Multi-Backend Tool Servers
3 days ago
A federated gateway provides secure, policy-aware access to tool servers The thing...
A Senior Engineer’s Guide to Foundry IQ, MCP, and the OpenAI Agents SDK
4 days ago
Most Foundry writeups assume you're all in on Microsoft's stack end to...