Blog
Practical, no-fluff guides on making software fast and putting AI and automation to work. Written by engineers who fix these problems for a living.
An example scenario for automating client onboarding at a small firm: what to automate, what to keep human, secure document collection, costs and pitfalls.
Oct 14, 2026 · 10 min read
Why a site goes down when traffic jumps, what to do in the first hour, and how to prepare before your next sale or launch.
Oct 8, 2026 · 8 min read
What HubSpot's free QuickBooks Online sync covers, where it breaks (tax, payments, duplicates), and when a connector or custom build is worth paying for.
Oct 7, 2026 · 7 min read
An example scenario for automating lead follow up: instant replies, one owner per lead, when to stop, SMS consent rules, and what it costs to set up.
Oct 3, 2026 · 9 min read
Claude Team and ChatGPT Business now cost the same per seat. What actually separates them for a 10 to 50 person company, where Copilot fits, and how to choose.
Sep 30, 2026 · 9 min read
What AI automation really costs a small business: the build, the monthly tools and AI usage, the upkeep most quotes skip, and how to work out payback.
Sep 29, 2026 · 9 min read
10 practical Jev AI use cases for business: lead scoring, ticket triage, invoice review, safer AI agents and lower AI costs, plus pricing and limits.
Sep 27, 2026 · 12 min read
OpenAI retires custom GPTs on December 11, 2026. What moves to plugins, what breaks, and a week-by-week plan for businesses that rely on them.
Sep 27, 2026 · 11 min read
How to automate monthly client reports that arrive by email and SFTP: file tracking, data checks, templates and approval, with cost, timeline and savings.
Sep 26, 2026 · 15 min read
Cut LLM API costs with the levers that work in 2026: cost per feature, prompt caching, batch tiers, model routing with evals, and trimming hidden tokens.
Sep 25, 2026 · 7 min read
RAG, fine-tuning or long-context prompting? A 2026 decision guide: what each fixes, what changed as OpenAI winds down fine-tuning, and what to try first.
Sep 25, 2026 · 7 min read
Postgres pinned at 100% CPU? A vendor-neutral playbook to find the queries burning CPU with pg_stat_statements and fix them, including RDS and Aurora.
Sep 25, 2026 · 7 min read
PgBouncer best practices for 2026: transaction mode with prepared statements, pool sizing math, safe timeouts, and when to pick Pgpool-II or RDS Proxy instead.
Sep 25, 2026 · 7 min read
n8n vs Zapier vs Make compared on how each actually bills (tasks, credits, executions), self-hosting and security, licensing, and which team each fits.
Sep 25, 2026 · 7 min read
What the N+1 query problem is, how to spot it in production, and exact fixes for Django 6.1, Rails, Hibernate 7.4, Prisma and GraphQL DataLoader.
Sep 25, 2026 · 6 min read
MCP server vs API for engineering leads: what MCP adds, what the stateless 2026-07-28 spec changed, and when your existing REST API is enough.
Sep 25, 2026 · 7 min read
How idempotency keys make API retries safe: how to generate them, store them, handle concurrent requests, and apply the same idea to webhooks and payments.
Sep 25, 2026 · 7 min read
An example scenario for automating invoice processing with AI: extraction, validation, 3-way matching, exception handling, fraud controls and build vs buy.
Sep 25, 2026 · 8 min read
An API that is fast at 10 req/s and falls over at 200. An example scenario walking through the real causes: pool exhaustion, N+1s, locks and missing timeouts.
Sep 25, 2026 · 7 min read