cloudsquid blog

February 2026

January 2026

Three layers of agent operating systems

A coding agent pattern that's about to show up everywhere

Jan 14 • Mike McCarthy and Filip Rejmus

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December 2025

Building Agents with MCP: A short report of going to production.

We shipped an agent to handle financial reconciliation. We found that "Hydra prompts" usually make things worse. The fix wasn't better instructions, but…

Dec 15, 2025 • Filip Rejmus

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Traditional Finance leaders are skeptical of AI-Native ERPs

TL;DR: The right play involves surrounding legacy systems with AI, not replacing them.

Dec 15, 2025 • Mike McCarthy and Filip Rejmus

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November 2025

How AI Agents can solve complex finance tasks

AI agents are moving finance beyond spreadsheets and manual reconciliations. How a Finance Agent Platform can automate complex workflows and how to get…

Nov 11, 2025 • Filip Rejmus and Mike McCarthy

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August 2025

March 2025

An honest document AI benchmark

What running a benchmark taught us about benchmarking document ai

Mar 21, 2025 • Filip Rejmus

A Prompting Guide for Structured Outputs / JSON mode

Why Structured Outputs for Data Extraction?

Mar 14, 2025 • Mike McCarthy

November 2024

cloudsquid raises $1m pre-seed

The death of the human API

Nov 4, 2024 • Mike McCarthy

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