Blog
Hand-Rolling Agent Memory vs. AWS AgentCore: A Developer's Take
A practitioner's comparison of building agent memory yourself — conversation buffers, summarization, vector retrieval, consolidation — against handing it to AWS Bedrock AgentCore Memory. Where each one earns its keep, with code.
June 15, 2026
Vibe Coding vs. Context Engineering: Why Intuition Isn't Enough in Production
Two philosophies for working with AI in software development — and why one fails the moment real complexity enters the room.
June 1, 2026
The Cheap-GPU Era Is Over: AWS's 15% Hike and the New Capacity Math
AWS raised EC2 GPU capacity prices roughly 15% in early 2026, breaking a two-decade deflationary trend. Here's what shifted, who it hits hardest, and the cost traps the new pricing introduces.
May 19, 2026
74% of CDOs Don't Trust Their Data to Support AI. That's an Architecture Problem.
An IBM 2025 study found only 26% of CDOs worldwide are confident their data can support AI-enabled revenue streams. The root cause is not data quality — it is that most enterprise data architectures were never designed for AI.
May 14, 2026
The Engineering Org of 2028: Why Headcount Is the Wrong Metric
AI agents can make a senior engineer as productive as a 5-person team — but treating that as a headcount calculation is the wrong frame. The real question is how to redesign engineering organizations around value delivery, not labor substitution.
May 13, 2026
Regulated Industries Are Two Years Behind on AI. Here's Why That Gap Is About to Close.
Healthcare and financial services companies didn't move slowly on AI because they were risk-averse. They moved slowly because they were right. That calculus is shifting.
May 10, 2026
Project Glasswing and the Regulated Industry Gap: What Healthcare and Financial Services Need to Do Now
Anthropic's Mythos is actively scanning and patching the world's most critical software — but most regulated enterprises aren't in the room. Here's what the access divide means for your compliance posture.
May 7, 2026
The Mythos Moment: Why AI-Powered Zero-Day Discovery Forces a Strategic Rethink
When a single model can find thousands of critical vulnerabilities in weeks, the economics of enterprise security change fundamentally. Here's how executives should be thinking about it.
May 7, 2026
Building a GCP Data Pipeline for Unstructured Data: Bronze to Silver to Gold
A practical walkthrough of ingesting, enriching, and promoting unstructured data through a Bronze/Silver/Gold medallion architecture on Google Cloud Platform — using Cloud Storage, Dataflow, Vertex AI, and BigQuery.
May 6, 2026