Why Software Testing Matters Before You Ship a Project
Shipping untested software is a gamble with your users, your reputation, and your budget. Here is why testing before delivery is non-negotiable, the c...
Read articleMicroPyramid Blog
Articles that strengthen our current focus on AI systems, modernization, and product engineering, alongside the broader engineering archive.
Older posts still cover Django, Python, AWS, Salesforce, React, Flutter, and Svelte, but the clearest current signal is around the three service lanes below.
How Salesforce Improves Sales Team Productivity
Salesforce boosts sales productivity with one source of truth, automation, AI lead scoring and forecasting, and 2026 Agentforce agents that cut admin ...
Read articleHow to Avoid Salesforce Project Failure
Salesforce projects fail far more often from people and process problems than from the platform itself. Here are the real causes of failure and a prac...
Read articleBuilding and Parsing XML in Python: A Practical Guide
A practical, modern guide to reading and writing XML in Python: ElementTree, lxml, xmltodict, streaming huge files, and securing untrusted input with ...
Read articleAWS Auto Scaling with Auto Scaling Groups & Load Balancers
A practical 2026 guide to combining an Application Load Balancer, target groups and EC2 Auto Scaling Groups with launch templates, target-tracking pol...
Read articlePython collections.Counter: A Complete Guide
A deep, practical guide to Python's collections.Counter for 3.13: constructing counters, most_common, elements, update/subtract, arithmetic and set op...
Read articleCI/CD with AWS CodePipeline & a Custom Lambda Verify Step
Build a modern AWS CodePipeline that builds, tests, verifies with a custom Lambda action, and deploys your app — with EventBridge reacting to every pi...
Read articleAmazon SQS: Message Queue Processing with Python (boto3)
Amazon SQS is a fully managed message queue that decouples and buffers the parts of your system. This 2026 guide shows how to process SQS with Python ...
Read articleHow to Send & Receive Email in Django with Amazon SES
Send transactional email from Django with Amazon SES over SMTP or the SESv2 API (django-ses and boto3), then receive inbound mail through SES receipt ...
Read articleDeploy Django on AWS with CloudFormation (IaC)
A practical 2026 guide to deploying Django on AWS with CloudFormation infrastructure as code: a real YAML template (ALB, Auto Scaling Group, RDS Postg...
Read articleHow to Mount an S3 Bucket as a Local Filesystem
Mount an Amazon S3 bucket as a local or EC2 filesystem in 2026. Compare Mountpoint for S3, s3fs-fuse, goofys and rclone, set them up securely with IAM...
Read articleSalesforce DevOps: Tools & Techniques to Improve the Dev Cycle
A 2026 guide to improving the Salesforce development cycle: source-driven development with the sf CLI and scratch orgs, Git as source of truth, CI/CD ...
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