The AX Solutions studio journal. Opinions, technical deep-dives, lessons from real deployments. No SEO blog, no ghostwriting, no listicles.
Choosing between Playwright and Puppeteer is rarely a technology decision — it's an organisational decision about how your team will solve problems at three in the morning. What actually matters.
In tutorials scraping looks like a weekend project. In production it's software engineering in the full sense — with deployment, monitoring and runbooks. What tutorials consistently leave out.
Production-grade Instagram, TikTok and LinkedIn automation does not look like a GitHub script. It looks like risk engineering — fingerprinting, warming, content rotation, portfolio management. What actually ships.
If there's a workflow your team does by hand and it's not a creative act — there's a good chance we can move it under the surface. Two-week pilots available.