Coding Resources

Beyond JSON: Benchmarking TOON and TOON-LD for LLMs

TOON saves tokens for flat data but adds conversion overhead; JSON performs better for nested, irregular, and linked data.

August 11, 2026

by Josephine Eskaline Joyce

CORE

· 1,673 Views · 3 Likes

A Framework-Agnostic Approach to SSR for Microfrontends

Framework-agnostic SSR for independently deployed microfrontends — without a shared build, central orchestrator, or framework lock-in.

August 11, 2026

by Vitaly Zheltko

· 1,158 Views · 1 Like

GraphQL Isn’t Dead Yet, AI Agents Revived It

GraphQL was good at a time, then it simmered off. Is GraphQL about to make a comeback because of AI? Will GraphQL be able to serve better for AI Agents?

August 10, 2026

by Akash Lomas

· 901 Views · 2 Likes

Supply Chain Resilience Analysis With Apache Spark and Neo4j

We model a supply chain in Neo4j using Apache Spark to load data, NetworkX to identify critical nodes, and Cypher to find alternative routes after a disruption.

August 10, 2026

by Akmal Chaudhri

CORE

· 1,099 Views · 1 Like

Microsoft Foundry Tool Search: Your Agent Pays a Tax on Every Tool It Never Calls

A practical look at why large AI agents waste tokens on unused tool schemas, and how tool retrieval and pinning can cut cost and improve selection.

August 7, 2026

by Jubin Soni, FBCS

CORE

· 1,612 Views

Database Bottlenecks Nobody Talks About: Optimizing SQL Queries Beyond Indexing

Indexes aren't enough. Learn how stale statistics, lock contention, and smarter SQL optimization keep databases fast, scalable, and production-ready.

August 7, 2026

by Muhammad Awais Arshad

· 1,673 Views · 5 Likes

How We Cut PyFlink Pipeline p99 Latency from 3-5 Seconds to ~500ms

We eliminated per-record Python-side Protobuf parsing and JVM-to-Python crossings by letting Flink's native Protobuf format decode records directly into typed columns.

August 7, 2026

by Arjun Shah

· 1,414 Views · 1 Like

Orchestration Meets MCP: Building Governed Agentic Workflows With Quarkus Flow and AGENTS.md

By combining Quarkus Flow, LangChain4j, MCP tools, and AGENTS.md, developers can construct deterministic, tool-augmented, and enterprise-governed AI agent loops.

August 7, 2026

by Daniel Oh

CORE

· 1,795 Views

A Zero-Trust Implementation Framework for Cloud Migrations: Lessons From Enterprise Deployments

A zero-trust framework for cloud migrations, grounded in real enterprise deployment lessons. Perimeter security doesn't hold up once workloads move to the cloud.

August 7, 2026

by Srinivasarao Thumala

· 1,293 Views

HTTP QUERY Method Explained: RFC 10008, Ecosystem Adoption, and a Quarkus Implementation

RFC 10008's new QUERY method is safe and cacheable like GET but carries content like POST. This article explains the spec and runs it on Quarkus today.

August 6, 2026

by Hüseyin Akdoğan

CORE

· 1,745 Views · 1 Like

Building an AI Visibility Checker With Cloudflare Workers (Without a Backend)

I built six AI visibility tools without a traditional backend, using one Cloudflare Worker to solve CORS while all scoring logic runs client-side in the browser.

August 6, 2026

by Nena Jasar

· 2,090 Views · 1 Like

Build Your First Knowledge Graph From Unstructured Documents Using Python

Learn how to convert a small set of unstructured engineering documents into a searchable knowledge graph using Python, spaCy, and NetworkX.

August 6, 2026

by Sriharsha Makineni

· 1,673 Views · 1 Like

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

· 1,862 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

· 31,864 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

· 1,260 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

· 2,477 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

· 1,414 Views

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

· 2,003 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

· 2,326 Views · 1 Like

Rethinking Java Design Patterns: From OOP to FP

This article aims to adopt a more systematic and practical approach to combining Java object-oriented principles in a functional style.

August 4, 2026

by Nicolas Duminil

CORE

· 5,357 Views · 7 Likes

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