Coding Resources

Orchestrating Small Language Models Without Losing Events or Context

Temporal and Kafka orchestrate small language models reliably through durable workflows, ordered events, idempotency, retries, replay, and context preservation.

August 13, 2026

by Akhil Madineni

CORE

· 2,178 Views · 4 Likes

Why AWS and Azure Handle Data Perimeter Differently

AWS and Azure handle identities and audit logging in fundamentally different ways, changing what you see in your security logs when someone tries to access your data.

August 13, 2026

by Suresh Gururajan

· 2,543 Views · 2 Likes

Zone-Aware Routing in Kubernetes: Reducing Latency, Improving Resilience, and Lowering Cloud Costs

Stop paying the cross-zone tax: Kubernetes Services help, but gateways like Envoy Gateway and kgateway keep traffic local where it counts.

August 13, 2026

by Mayowa Fajobi

· 1,961 Views · 6 Likes

Building an Identity-Aware MCP Server in Python

Our identity-aware MCP server built in Python rejects anonymous agents, validates OAuth 2.1 via JWKS, enforces tool-level scopes/roles, and logs full delegation chain.

August 12, 2026

by Pravin Khandke

· 2,182 Views

From Microservices to Agent Services: The Next Architectural Shift

AI agents redefine service boundaries by introducing intent-driven orchestration, semantic capabilities, and autonomous decision services.

August 12, 2026

by Uthej Mopathi

CORE

· 3,153 Views · 3 Likes

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, Ph.D

CORE

· 2,242 Views · 4 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

· 2,789 Views · 2 Likes

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

· 1,473 Views · 3 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

· 1,700 Views · 2 Likes

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

· 4,921 Views · 2 Likes

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

· 2,327 Views · 6 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

· 3,500 Views · 2 Likes

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

· 3,064 Views · 1 Like

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

· 1,773 Views · 1 Like

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

· 2,603 Views · 2 Likes

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

· 3,389 Views · 3 Likes

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

· 2,324 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

· 2,554 Views · 2 Likes

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

· 32,665 Views · 2 Likes

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

· 1,755 Views · 1 Like

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