Systems | Development | Analytics | API | Testing

The Pod Was Cheaper. The Service Wasn't.

A smaller Kubernetes pod can lower allocation cost while completing less work. Green status codes and matching schemas can hide it. This walkthrough combines OpenCost allocation data with proxymock behavior and performance evidence. A candidate passes only when behavior and throughput hold while unit cost falls.

Diagnose Serial N+1 API Calls With Tempo + proxymock

One API request took 302 milliseconds. Nothing failed. CPU was mostly idle. The response was correct. The trace made the problem obvious: eight inventory calls, each waiting for the previous one. But the trace could not tell me why the application made eight calls, or whether changing their execution would preserve the response. It showed the shape of the wait, not the input that created it.

What Actually Makes Property Data AI-Ready - With Ivo Draginov, BatchService | The Innovation Blueprint Podcast

There’s a question worth asking about most property data companies: does the data come first, or the business problem? On a recent episode of The Innovation Blueprint Podcast — ORIL’s series on emerging PropTech, hosted by ORIL’s CEO Roman Havrylyuk — that question sat at the center of a conversation with Ivo Draginov, co-founder and president of BatchService.

Practice what you Pact : Catch breaking API changes before production in the SmartBear MCP

There’s something satisfying about contract testing the contract-testing tool. The SmartBear MCP Server is the integration layer between AI coding assistants and the PactFlow API, so when we decided it needed Pact consumer tests of its own, we were subjecting our own code to the same standards that we recommend.

Kong AI Gateway Applies NVIDIA NeMo Switchyard Across Model Traffic

Every team running production LLMs has had the same idea: not every request needs the frontier model. Intelligent model routing (or LLM routing)— choosing a model per request on criteria such as task complexity, cost, latency, or quality — enables more efficient model usage.

What Private Equity Firms Need from a Portfolio Reporting Tool

Most portfolio reporting tools assume the data underneath them is already clean and comparable across every portfolio company. It rarely is. A fund with twenty portfolio companies usually has twenty different ERPs, twenty different charts of accounts, and a reporting team that spends the week before every LP update reconciling numbers by hand.

How to Build Consolidated Multi-Entity Reporting in Power BI

Most groups start consolidating in Power BI the same way. Someone connects each subsidiary's ERP, appends the trial balances and writes a few DAX measures to net off the obvious intercompany lines. It works for two entities. By the fifth, the group P&L no longer ties to the ledgers, and month-end turns into a hunt for the difference. This guide is for the group controller or finance lead who owns that report.

Best Keyboards for Minimalist Gaming Stations

A minimalist gaming setup focuses on creating a clean, organised space without sacrificing performance. Choosing the right keyboard plays an important role in achieving this balance, as modern gaming keyboards now combine compact designs, advanced features, and stylish aesthetics. A Razer wireless gaming keyboard offers the convenience of cable-free connectivity while delivering the responsiveness and customisation features that gamers expect from a premium gaming peripheral.

The Impact of AI and Machine Learning on Real Estate Business

Artificial Intelligence (AI) and Machine Learning (ML) are changing the way the real estate industry operates. From property valuation and investment analysis to customer service and marketing, these technologies are helping businesses process information faster and make more informed decisions.