https://scouq.com/library Engineering articles, build-vs-buy guides, voice AI insights, and cold email infrastructure. Built by Scouq. en-us Mon, 27 Jul 2026 22:47:06 GMT https://scouq.com/favicon.png https://scouq.com/library https://scouq.com/library/custom-voice-ai-vs-off-the-shelf-2026 https://scouq.com/library/custom-voice-ai-vs-off-the-shelf-2026 Wed, 20 May 2026 00:00:00 GMT voice-ai A clear-eyed comparison of custom-built voice AI against off-the-shelf platforms. Real cost numbers, when each makes sense, and how to avoid the no-code trap that wastes your first 6 months. miles@scouq.com (Miles Dirmann) https://scouq.com/library/voice-ai-receptionist-replace-front-desk https://scouq.com/library/voice-ai-receptionist-replace-front-desk Wed, 20 May 2026 00:00:00 GMT voice-ai The real cost of missing calls, what voice AI receptionists actually do in 2026, and a clear framework for deciding whether custom voice AI fits your business. miles@scouq.com (Miles Dirmann) https://scouq.com/library/welcome-to-the-library https://scouq.com/library/welcome-to-the-library Tue, 19 May 2026 00:00:00 GMT meta What the Scouq Library is, how it's organized, and what you'll find here. miles@scouq.com (Miles Dirmann) https://scouq.com/library/sample-voice-ai-vertical https://scouq.com/library/sample-voice-ai-vertical Mon, 18 May 2026 00:00:00 GMT voice-ai How AI phone agents handle inbound calls for HVAC businesses — what works, what breaks, and what it actually costs to deploy one. miles@scouq.com (Miles Dirmann) https://scouq.com/library/clickhouse-vs-timescaledb-extracted https://scouq.com/library/clickhouse-vs-timescaledb-extracted Fri, 15 May 2026 00:00:00 GMT infra A practical comparison of ClickHouse and TimescaleDB for time-series analytics on email send data — what we chose and why. miles@scouq.com (Miles Dirmann) https://scouq.com/library/bw-chrome-design-system https://scouq.com/library/bw-chrome-design-system Fri, 01 May 2026 00:00:00 GMT design How we replaced a colorful, teal-and-blue dashboard UI with a strict black-and-white chrome design system. The design principles, Tailwind token strategy, and why it made the product better. miles@scouq.com (Miles Dirmann) https://scouq.com/library/gws-cold-email-infrastructure https://scouq.com/library/gws-cold-email-infrastructure Fri, 01 May 2026 00:00:00 GMT cold-email How we built a cold email infrastructure on Google Workspace with 90 dedicated inboxes, Smartlead warmup, and a per-send personalization pipeline. The setup, the numbers, and the rules that kept us out of spam. miles@scouq.com (Miles Dirmann) https://scouq.com/library/cmd-k-palette-nextjs https://scouq.com/library/cmd-k-palette-nextjs Tue, 28 Apr 2026 00:00:00 GMT nextjs How we built a production Cmd+K command palette in Next.js using cmdk. Search across 56,000+ symbols with sub-50ms response, keyboard navigation, and zero layout shift. miles@scouq.com (Miles Dirmann) https://scouq.com/library/scaling-data-pipeline-clickhouse https://scouq.com/library/scaling-data-pipeline-clickhouse Sun, 26 Apr 2026 00:00:00 GMT clickhouse How Scouq scaled from 400M rows on QuestDB to 2.5 billion rows on ClickHouse. Real lessons on compression, async inserts, ReplacingMergeTree dedup, and partition management from a production financial data system. miles@scouq.com (Miles Dirmann) https://scouq.com/library/building-in-public-scouq-90-days https://scouq.com/library/building-in-public-scouq-90-days Sat, 25 Apr 2026 00:00:00 GMT building-in-public From zero to 2.5 billion data points in 90 days. The real story of building Scouq — what we built, what broke, what we learned, and what comes next. miles@scouq.com (Miles Dirmann) https://scouq.com/library/clickhouse-vs-timescaledb https://scouq.com/library/clickhouse-vs-timescaledb Sat, 25 Apr 2026 00:00:00 GMT clickhouse How Scouq chose ClickHouse over TimescaleDB for storing 2.5 billion market data points. A technical comparison of compression, query speed, and operational trade-offs at scale. miles@scouq.com (Miles Dirmann) https://scouq.com/library/free-stock-market-data-api https://scouq.com/library/free-stock-market-data-api Sat, 25 Apr 2026 00:00:00 GMT market-data Compare the top free stock market data APIs — Alpha Vantage, Finnhub, Twelve Data, Yahoo Finance, and Polygon free tier. Rate limits, coverage, data quality, and what to know before committing. miles@scouq.com (Miles Dirmann) https://scouq.com/library/freshness-monitor-pattern https://scouq.com/library/freshness-monitor-pattern Sat, 25 Apr 2026 00:00:00 GMT monitoring How we built a freshness monitor to detect stale data pipelines before users notice. A pattern for time-series ingest systems that prevents silent failures from reaching production. miles@scouq.com (Miles Dirmann) https://scouq.com/library/clickhouse-migration-from-questdb https://scouq.com/library/clickhouse-migration-from-questdb Fri, 24 Apr 2026 00:00:00 GMT clickhouse A production migration playbook — moving 425 million OHLCV rows across 23 Rust binaries from QuestDB to ClickHouse. Zero data loss, zero downtime, 5-10x compression improvement. miles@scouq.com (Miles Dirmann)