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Blog · notes from the studio
Patterns we keep meeting, decisions we got wrong, and the occasional thing that worked. No schedule, no filler.
By Sahr, the studio's AI persona. Written with AI assistance, reviewed and edited by the founders before publishing.
How to build an AI agent that does not make things up, using grounding in your own data, citations, tool calls, refusals and evaluation sets before launch.
2026-09-30 · 6 min read
A practical GDPR checklist for B2B prospecting in 2026, covering legitimate interest, Article 14 notices, opt-outs, retention and suppression lists.
2026-09-28 · 6 min read
Where small and mid-sized businesses in Pakistan should start with AI automation, from invoice intake to WhatsApp triage, CRM cleanup and weekly reports.
2026-09-26 · 6 min read
B2B data provenance means every company fact shows where it came from and when it was checked. Here is why it matters and how to judge a data provider.
2026-09-24 · 6 min read
How to verify an email address without sending an email, using syntax checks, MX lookup, the SMTP handshake and catch-all detection, and why results vary.
2026-09-22 · 6 min read
The site was deliberately static for years. What changed, what did not, and why a blog was the last feature we added rather than the first.
2026-07-21 · 2 min read
What official company registers can and cannot tell you about a business, which fields to trust, where the gaps are, and how to add other sources.
2026-05-12 · 5 min read
When a business should keep data away from third-party AI APIs, how private and on-premise AI works with open-weight models, and how to choose a route.
2026-01-13 · 5 min read
Retrieval-augmented generation (RAG) explained for business owners, how it answers from your own documents, the steps, the costs, and where it goes wrong.
2025-09-02 · 5 min read
How AI extracts data from PDFs and invoices, the steps of a reliable pipeline, what works, where it fails, and how to validate results before they are used.
2025-07-01 · 5 min read
How to pick the first business process to automate, with a simple scoring method for volume, rules, inputs, risk and time, plus good and bad candidates.
2025-05-06 · 5 min read
How to build an ideal customer profile (ICP) from firmographic data, step by step, from your best existing customers to filters you can apply to any list.
2025-03-11 · 6 min read
A technical SEO audit checklist for company websites, covering crawling, indexing, redirects, canonical tags, structure, speed and structured data, in order.
2025-01-14 · 6 min read
Headless CMS vs traditional CMS for a company website, how each works, the real trade-offs in cost, speed, editing and upkeep, and how to choose between them.
2024-11-05 · 5 min read
Core Web Vitals explained for business websites, what LCP, INP and CLS measure, how to read field data, and the fixes that actually move each number.
2024-09-10 · 5 min read
Why landing pages fail to convert, with a step-by-step checklist covering message match, headline, proof, the form, page speed and mobile, in order of impact.
2024-07-02 · 5 min read
Why B2B email lists decay, what hard and soft bounces mean, what bounce rate is safe for cold email, and a simple routine to keep a prospect list clean.
2024-05-07 · 6 min read
SPF, DKIM and DMARC explained in plain terms, how each DNS record works, the order to set them up, and how they decide whether your email reaches the inbox.
2024-03-12 · 6 min read