Implementing Secure File Uploads in FastAPI: Practical Patterns for UploadFile, Size Limits, Virus Scanning, S3-Compatible Storage, and Presigned URLs Summary (The Big Picture First) For file uploads in FastAPI, using…
A Thorough Guide to Amazon GuardDuty: Design Techniques to Make AWS Threat Detection “Work in Operations” (Compared with GCP Event Threat Detection / Microsoft Defender for Cloud) Introduction: GuardDuty Becomes…
A Thorough Coding-Focused Comparison of the Latest GPT (GPT-5.2): How Is It Different from Claude 4.6 and Gemini 3.1 Pro? Coding with generative AI is not just about generating a…
System Development (Year 3), Week 49 — Safety, Ethics, and Responsible Design for Generative AI: Thinking About the “Hidden Side” of Convenience — In Week 49, building on the generative…
Observability in Laravel — Structured Logs, Metrics, Tracing (OpenTelemetry), Sentry, Dashboards, Alert Design, and Accessible Operations Reports Key takeaways (what you’ll learn) A full view of observability (Logs/Metrics/Traces) to graduate…
Next Step for FastAPI × OpenAPI: Automatically Protect “APIs That Work Exactly as Specified” with Client SDK Generation and Contract Testing Summary (conclusion first) After you’ve polished your OpenAPI (Swagger…
The Complete AWS Config Guide: Systematizing Configuration Change Tracking and Continuous Compliance (with Comparisons to GCP Cloud Asset Inventory / Azure Policy + Resource Graph) Bottom line first: AWS Config…
An In-Depth Comparison of the Latest Claude 4.6: A Feature-by-Feature Review of “Coding Strength” vs GPT-5.2 and Gemini 3 Pro Coding with generative AI isn’t just about “writing” code. The…
Systems Development (Year 3), Week 48 ~ Evaluating Generative AI and Running an Improvement Cycle: “Growing” Smartness from Logs ~ In Week 48, we worked on the generative AI feature…
Designing Email Delivery in Laravel — Mailable, Queues, Delivery Failures, Deliverability, Template Management, Notifications, Tracking, and How to Write Accessible Emails What you’ll learn (key takeaways) How to split responsibilities…