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Productivity: guides & tutorials
Stop tab-hopping: schedule scrapes, alerts, and exports that land where you work. Apify plus integrations cuts manual copying for analysts and operators.
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Stop tab-hopping: schedule scrapes, alerts, and exports that land where you work. These guides cover cutting manual copying for analysts and operators with automation.
Small automations compound, turning hours of weekly busywork into a scheduled job. Apify plus integrations delivers data to your tools automatically. Below you will find productivity-focused scraping tutorials.

Buffer is one of the few social media schedulers that starts useful and stays affordable as you grow. A clean queue-based interface, a free plan that actually works for solo creators, and per-channel pricing that scales predictably — that's the core promise.
But Buffer isn't for everyone. If you need deep analytics, a social listening inbox, bulk scheduling by CSV, or enterprise-level approval workflows, you'll hit its ceiling quickly. This review covers what Buffer does well, where it falls short, and who it's genuinely best for.

Wispr Flow is the best system-wide AI dictation tool available right now — but it isn't the right choice for every user. If you need offline processing, a lower price, a free option with no word limits, or a tool tuned for medical and legal transcription, there are strong alternatives worth considering.
This post covers the five best Wispr Flow alternatives: what each one does well, what it doesn't, who it's built for, and how it compares on price, platform support, offline capability, and AI correction.

Wispr Flow won't write code for you. Say "write a function that fetches JSON from a URL" and it types those words literally — no code generation, no autocomplete. What it does is eliminate the friction of typing everything that surrounds your code: the comments, the commit messages, the PR descriptions, the Slack threads, the documentation, the emails.
For developers, that's a substantial portion of the workday. And dictating it is meaningfully faster than typing it.
This guide covers the practical ways developers use Wispr Flow, how to configure it for a technical workflow, and where it genuinely helps versus where you shouldn't expect it to.

The honest answer: it depends on what you actually dictate. For some users, 2,000 words per week is genuinely sufficient indefinitely. For others, it lasts a Tuesday afternoon.
This post breaks down exactly what 2,000 words translates to in real work — emails, messages, documents, code comments — so you can decide whether the free plan fits before signing up, and whether Pro is worth the upgrade once you've tried it.

Wispr Flow is the best AI dictation app available right now if you want a tool that works in every app on your computer — not just a browser tab or a dedicated editor. You press a hotkey, speak, and polished text appears wherever your cursor sits: Gmail, Slack, VS Code, Notion, Terminal, even the macOS menu bar search.
This review covers everything: what it actually does, how accurate it is, what the free tier gets you, when you need Pro, and where it genuinely falls short.

Wispr Flow and Superwhisper are the two best AI dictation tools available right now. Both transcribe speech with excellent accuracy, both work system-wide on Mac, and both use AI to clean up your output. But they make different trade-offs — and for many users, the right choice is obvious once you know where they diverge.
This comparison covers every decision-relevant dimension: platform support, pricing, offline capability, free plan, shortcut UX, AI correction quality, and custom vocabulary. Skip to the verdict table if you're in a hurry.

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docker-compose.yml deploys Authentik (SSO) + Outline (wiki) + shared PostgreSQL + Redis + Caddy; Coolify installs separately via its own script
- Measured idle RAM: ~2 GB (Authentik + Outline stack) + ~770 MB (Coolify stack) = ~2.8 GB total across the host
- Minimum Liquid Web tier: 8 GB Managed VPS (~$33–$40/mo); 16 GB recommended if you plan to deploy many apps via Coolify
- Replaces: Okta (~$20/mo for 10 users) + Vercel Pro ($20/mo) + Notion Team ($160/mo for 10 users) = $200/mo down to ~$33/mo
Most engineering teams pay three separate vendors with no shared identity layer tying them together: Okta handles SSO, Vercel handles deployments, and Notion holds documentation. Each has its own login, its own access controls, and its own billing. This guide deploys the open-source equivalents — Authentik for identity, Coolify for self-hosted PaaS deployments, and Outline for team wiki — on a single Liquid Web 8 GB VPS, connected through OIDC so all three share one set of credentials.