ToolerWork

Practical research and checklists

ToolerWork Guides

Clear references for the decisions around a tool: which browser runtime fits, how to prepare an upload, which image format to choose, and how to review a resume before submitting it.

Browser runtime research

Browser Code Runner Compatibility Guide

Compare how Python, JavaScript, TypeScript, HTML, SQL, and React run in a browser, including WebAssembly limits, workers, loading, and mobile use.

  • JavaScript is the lightest browser runtime because the browser already includes its engine.
  • Python and SQL can run through WebAssembly, but they need a larger first-load runtime.
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Document preparation guide

India Document Upload Size Guide

Prepare photos, signatures, PDFs, resumes, and certificates for Indian form upload limits without making text unreadable.

  • Always copy the exact size, format, and dimension rule from the live portal before editing.
  • Crop first, resize second, and compress last for the cleanest result.
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Image format reference

Image Format Decision Guide

Choose the best image format for photos, transparency, screenshots, websites, animation, forms, and long-term compatibility.

  • JPEG remains a safe choice for ordinary photographs and strict upload portals.
  • PNG is dependable for transparency, screenshots, and sharp interface graphics.
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Job application checklist

ATS Resume Formatting Checklist

Build a readable ATS-friendly resume with clear headings, job keywords, consistent dates, simple formatting, and a final PDF quality check.

  • Use familiar section headings and a simple reading order.
  • Match truthful skills and role language from the job description.
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YouTube SEO guide

How to Check YouTube Video Tags for Free

Learn how to find a YouTube video's current tags, check them for duplicates and length limits, and clean them up with a free tag checker. No extension required.

  • YouTube's own guidance is that title, thumbnail, and description matter more for discovery than tags — tags mainly help with minor context and catching common misspellings.
  • You can view most public videos' current tags by opening the page source and searching for the meta keywords field — no browser extension needed.
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Video format guide

Video Compression and Format Guide

Understand what actually controls video file size, the real difference between a container and a codec, and how to pick MP4, WebM, or GIF for your use case.

  • A file's extension (.mp4, .webm) names the container, not the codec — the same container can hold different codecs, which is why two MP4 files can compress very differently.
  • Bitrate is the single biggest lever on file size and visual quality — resolution and frame rate matter, but a low-bitrate 1080p clip usually looks worse than a well-encoded 720p one at a similar size.
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How our AI tools work

How Client-Side AI Actually Works

How ToolerWork's on-device AI tools run entirely in your browser using small, quantized models — what that means for privacy, speed, and honest limitations versus cloud AI.

  • ToolerWork's AI tools download a real, quantized machine learning model (tens to a few hundred megabytes) to your browser once, then run every request on-device from then on — nothing is sent to a server.
  • The models are deliberately small (60 million to a few hundred million parameters) compared to a large cloud model like GPT-4 or Claude, which run on server hardware with tens or hundreds of billions of parameters.
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How these guides are built

Useful before and after the tool runs

A tool can resize a photo or run a code snippet, but it cannot decide which upload rule, runtime, file format, or resume structure fits every situation. These resources focus on that decision layer. Each guide starts with the task, explains the tradeoffs, lists a repeatable verification process, and links directly to the smallest set of tools needed to finish the work.

Technical claims use primary documentation when a stable reference is available. Portal and hiring guidance avoids invented universal limits or guaranteed outcomes. Requirements can change, so every resource shows a review date and tells readers which live instruction should remain the source of truth. A guide is reviewed again when its linked tool, browser runtime, file workflow, or primary reference changes.

Choose by task

Start with the decision blocking you

  • Use the browser runner guide when you need to know why Python loads differently from JavaScript, what WebAssembly can support, or whether a phone is suitable for a coding task.
  • Use the India document guide before changing a photo, signature, certificate, or resume for a strict portal upload field. It keeps crop, resize, conversion, and compression in the right order.
  • Use the image format guide when choosing between JPG, PNG, WebP, AVIF, GIF, SVG, or HEIC for a form, website, transparent cutout, screenshot, or animation.
  • Use the ATS checklist before exporting a resume. It covers reading order, headings, truthful keywords, date consistency, selectable text, file naming, and the final application check.