Latest Articles

Learn how to govern AI-assisted software development with risk-based reviews, automated validation, security controls, and end-to-end traceability.

August 6, 2026

by Miguel Garcia

CORE

· 3,157 Views · 2 Likes

Orchestrating Trusted Environments: Securing Untrusted Code Execution With Docker and GKE Agent Sandbox

A technical blueprint for building multi-tenant AI platforms by securely executing untrusted code with Docker and GKE Agent Sandbox.

August 6, 2026

by Anuj Ashok Potdar

· 2,175 Views · 1 Like

Docker Containers Don’t Know Your Model Is Still Loading

A launch traffic spike hit cold-loaded LLM containers; shared-memory crashes and KV-cache OOMs taught us why GPU autoscaling needs warm floors, not reactive scaling.

August 5, 2026

by Pruthvi Raj Seknametla

· 32,320 Views · 1 Like

Practical QA Workflow Showing How Teams Integrate LLM Testing into Real CI/CD Pipelines

Learn how QA teams integrate semantic evaluation, mocked unit tests, toxicity checks, and regression tracking into CI/CD pipelines.

August 5, 2026

by Minkle Kalra

· 1,547 Views · 1 Like

TensorFlow vs PyTorch: The Real Difference Isn’t Accuracy

A direct CNN benchmark on CIFAR-10 shows TensorFlow and PyTorch achieve identical accuracy (~68%). Choose TensorFlow for production and PyTorch for flexibility.

August 5, 2026

by Rakshath Naik

· 1,434 Views

Securing Branch Networks With Firewalls, VPNs, IDS/IPS, and Identity-Based Access

Deny-by-default firewall. VPN scoped tight. IDS behind egress. Identity drives VLAN, not subnet, shifting security decisions from location to identity.

August 5, 2026

by Kamal chand Narra

· 1,481 Views

Why LLM Pipelines Fail in Production and How Temporal and Kafka Fix Them

LLM pipelines fail from retries, failures, and long-running workflows; Kafka provides reliable event streaming, while Temporal ensures durable, fault-tolerant execution.

August 5, 2026

by Akhil Madineni

CORE

· 2,692 Views · 2 Likes

The Retry Budget Pattern: How to Stop Retry Storms in API-Led and Microservice Systems

Unbounded retries amplify outages instead of preventing them. A retry budget caps retries at a fraction of real traffic, keeping failures contained.

August 5, 2026

by Manjeera Chanda

· 1,773 Views · 1 Like

Securing AI Agents at the API Layer: 5 Controls That Actually Matter

AI agents don't break your API rules; they expose the ones you never enforced. This article covers five gateway-level controls that bring autonomous agents under control.

August 5, 2026

by Priyanka Jayavel

· 5,094 Views · 1 Like

Building an Async Validation API With AWS Bedrock Agents and Serverless Architecture

Build a serverless async API that uses AWS Bedrock Agents to validate business forms against 60+ rules in under 60 seconds, without blocking the user.

August 5, 2026

by Rohit Nagpal

· 1,688 Views

Designing a Reliable Data Synchronization Layer: Idempotency, Ownership, and Observability

Four design decisions for a sync layer you can trust: single ownership, idempotent writes, cheap change detection, observability.

August 4, 2026

by Mike Beentjes

· 4,121 Views · 5 Likes

Agentic RAG: Basic RAG Plus MCP Tool Calls

Classic RAG is great at answering "what does the policy say?" It's terrible at answering "how many leave days do I have left?"

August 4, 2026

by Balaji Venkatasubramaniyar

· 2,269 Views

I Built a Java Version Manager by Fixing Other Tools' Open Bugs

There is no point in shipping another Java Version Manager unless it is best in class, so I mined the test suites and bug trackers of SDKMAN, jenv, mise, volta, and asdf.

August 4, 2026

by David Lerner

· 2,838 Views · 1 Like

GraphRAG Retrieval Is Three Decisions: Granularity, Mechanism, and Paradigm

This article walks you through the major retrieval mechanisms with runnable Cypher examples and explains when to use each.

August 4, 2026

by Lokesh Prakash Manohar

· 1,369 Views · 1 Like

Performance Testing With JMeter Beyond the Basics: Distributed Load, Realistic Profiles, and Identifying Security Bottlenecks

Learn how to build realistic JMeter load tests with production traffic patterns, distributed testing, session modeling, and security performance analysis.

August 4, 2026

by Srivenkata Gantikota

· 2,631 Views · 1 Like

Understanding Agentic SDLC: The Future of Software Engineering

This article walks you through the fundamentals of agentic SDLC, its core components, and how it works in modern software engineering.

August 4, 2026

by Pavan Belagatti

CORE

· 2,878 Views · 2 Likes

Engineering Production Agentic Systems: Part 3: The Topology

Learn how to design production-ready agentic AI systems with human-in-the-loop workflows, approval gates, loop controls, and safe termination strategies.

August 4, 2026

by Ram Ravishankar

· 2,140 Views