Coding Resources

Kubernetes Says Ready. Your LLM Still Isn’t.

Kubernetes can say Ready before an LLM can infer. Measure the gap, then make the readiness check a real inference in production.

September 9, 2026

by Shamsher Khan

CORE

· 3,126 Views · 2 Likes

Dynamic Arrays, Spill, and LET: What Changed in Excel and Why It Matters for Java Applications

Modern Excel formulas change how spreadsheets work. See what Java developers need to know when choosing a spreadsheet library.

September 9, 2026

by Hawk Chen

CORE

· 3,576 Views · 3 Likes

Bringing Graph Analytics to Snowflake With Neo4j

Run Neo4j graph algorithms directly on your Snowflake data to uncover insights about connectivity, criticality, and failure impact that SQL alone can't easily surface.

September 9, 2026

by Akmal Chaudhri

CORE

· 2,494 Views · 1 Like

RavenDB Launches Quill to Bring Production AI Agents to Enterprise SQL Systems, No Migration Required

The new context layer connects to existing SQL databases and builds a governed, model-agnostic foundation for AI agents running on live operational data, in weeks rather than years.

September 9, 2026

by Technology Wire

· 2,829 Views · 2 Likes

Memory-First Indexes in SQL Server 2025: Redefining Performance for Hybrid Workloads

Learn how SQL Server 2025 memory-first indexing can accelerate hybrid transactional and analytical workloads by reducing disk I/O and latency.

September 9, 2026

by arvind toorpu

CORE

· 2,500 Views · 3 Likes

Dynamic Tool Selection: A Portable Pattern for Agents Drowning in Tool Schemas

Past ~20-30 tools, sending every schema every turn hurts cost and accuracy. A lexical scorer plus a registry-search hatch fixes most of it — no embeddings needed.

September 7, 2026

by Ninaad Rao

CORE

· 2,011 Views · 4 Likes

How to Design a Multi-Agent AI Framework in Python for Enterprise LLM Workflows

Learn how to build a production-ready multi-agent AI framework in Python that improves reliability, reduces hallucinations, and scales enterprise LLM workflows.

September 7, 2026

by Chidiebere Njoku

· 2,406 Views · 3 Likes

Handling Large API Responses Without Freezing the Client: A Practical Architecture With Temporal, Kafka, and RAG

Use Temporal for orchestration, Kafka for chunk processing, object storage for payloads, and RAG to retrieve relevant data without overwhelming clients.

September 4, 2026

by Uthej Mopathi

CORE

· 2,866 Views · 3 Likes

Why I Don't Want an LLM Generating Java Business Logic

Why do you need a DSL when an LLM generates business logic more than ever? To limit what generated code can do with allow-lists, not deny-lists.

September 4, 2026

by Peter Verhas

CORE

· 3,269 Views · 2 Likes

The Startup Time Trick Hiding Inside Your Docker Build

Spring Boot pods reload the same classes on every start. A CDS training run inside your Dockerfile caches that work once and cuts startup time roughly in half.

September 3, 2026

by Garima Agarwal

· 3,488 Views · 4 Likes

How I Run Two AI Coding Agents on One Codebase

Isolated worktrees, explicit ownership boundaries, and automated validation enable multiple AI coding agents to develop safely in parallel.

September 3, 2026

by Uthej Mopathi

CORE

· 3,055 Views · 3 Likes

The Bottleneck of Scaling

Learn how modern languages help developers take care of behind-the-scenes file descriptor management, kernel memory management, and heap management.

September 3, 2026

by Vishal Bhatia

· 2,934 Views · 2 Likes

Building a Python API Client That Doesn’t Fall Apart When the API Misbehaves

Build a safer Python API client with timeouts, selective retries, exponential backoff, jitter, and better handling of rate limits and temporary failures.

September 3, 2026

by Ally Garcia

· 2,372 Views · 4 Likes

Making Running Optional: Scaling AI Agents on Kubernetes With Agent Substrate

Learn how an early-stage open-source project separates workload lifecycle from compute allocation for bursty, stateful, and massively concurrent AI workloads.

September 3, 2026

by Mayowa Fajobi

· 2,739 Views · 1 Like

Node.js Microservices Architecture: A Complete Guide

This guide walks you through the core architecture components and design patterns needed to build scalable microservices with Node.js and explains when to use each.

September 2, 2026

by Megha Verma

· 3,555 Views · 2 Likes

3D Air Quality Maps With Neo4j, Python, and R

Fetch AQI data from IQAir, store it in Neo4j, then visualize it with pydeck, Leaflet and R, plus Cypher queries showing what graph-native analysis looks like.

September 2, 2026

by Akmal Chaudhri

CORE

· 2,223 Views · 1 Like

Enterprise Architecture in the AI Era: Tools, Capabilities, and the Road to Autonomy

EA tools centralize business and IT data to improve alignment, governance, decision-making, and portfolio management while enabling AI-driven automation.

September 1, 2026

by Dr Gopala Krishna Behara

CORE

· 4,524 Views · 4 Likes

Designing Replay-Safe CDC Pipelines With Kafka, Debezium, and Recovery Contracts

How to design CDC pipelines with Kafka, Debezium, idempotent writes, deterministic projections, replay workflows, reconciliation checks, and recovery evidence.

September 1, 2026

by Ishan Shah

· 3,177 Views · 2 Likes

Building a Zero-Cost Daily Job Alert Pipeline on GitHub Actions

Run a daily cron job on GitHub Actions for free by committing a JSON file back to the repo as your database, plus the gotchas from 139 production runs.

September 1, 2026

by Mandar Chaudhari

· 4,202 Views · 2 Likes

Stop Hardcoding Database Checks: Building a Metadata-Driven Data Quality Framework

Decouple validation from code. Learn how to build a dynamic, metadata-driven data quality framework using Databricks, Snowflake, and Python.

September 1, 2026

by Kshitish Nath

· 2,366 Views · 1 Like

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