Tech Blogs Digest 06.10 - 12.10

This week we AI-analysed 2875 posts for you, filtered out the chaff and hand-picked the wheat:

Data

1. Full Text Research in StarRocks [Elasticsearch, Spark]

2. Cassandra Memory Architecture: A Complete Deep Dive (Episode-1) [Cassandra]

3. Direct Path Loads: Fast data ingestion with Python and Oracle Database [Oracle]

4. Stop Renting Your Warehouse: Slash Analytics Costs with Local-First [DuckDB]

LLMs in production

1. Building Bulletproof LLM Applications: A Guide to Applying SRE Best Practices

2. Are AI Agents the Ultimate Confused Deputy? How AI Agents’ Capabilities Are Being Abused

Cloud

1. Taming Cold Starts on AWS Fargate: The Architecture Behind Sub-5-Second Task Launches [AWS]

AI-assisted coding

1. The State of Code Agent: Are We Ready?

2. Agents That Prove, Not Guess: A Multi-Agent Code Review System

DevOps

1. K8s & KEDA: Avoiding System Failures from Imbalanced Scaling

ML

1. A Machine Learning Model that Classifies Pitch Type Better Than I Can

2. Training a Deep Learning Model for Echogram Semantic Segmentation

Java

1. Do I need an OS thread, or can I use a lightweight virtual thread?

2. Automate Your Java Upgrades: A Practical Case Study with OpenRewrite and GitHub Actions

3. Refactoring to Eclipse Collections with Java 25 at the dev2next Conference

Python

1. Mastering Parallel Data Processing: Python [Python]

2. Python Jobs & Workers — A Complete, Practical Guide [Python]