for engineers who write
Publish after the hostile read, not before
Technical posts fail in two directions at once: too basic for experts, too dense for everyone else — and the comment section explains this to you in public. ToughCrowd runs the post past readers at both ends of that range, plus someone looking for the actual news value, so you can fix the gaps privately.
Why the feedback you get now doesn’t help
- The comments find the one unsupported claim within minutes of publishing.
- You assume context that only your team has, and readers bounce at paragraph three.
- The interesting idea is buried under six paragraphs of setup.
- You can't tell whether the post says anything new or just restates the docs.
your panel
Who reads your work
A suggested panel for this material. Each reviewer has explicit biases and instructions to be useful rather than kind — and they are free to disagree with each other.
Marcus Webb · Pragmatic CTO
Claims that won't survive production, and missing discussion of trade-offs.
Priya Shah · Junior Developer
Unexplained jargon and the leaps where a less experienced reader gets lost.
Aisha Bello · Tech Journalist
Whether there's a story here, or a well-written recap of common knowledge.
Richard Tanaka · Enterprise Architect
Whether the approach generalises beyond your specific setup.
How it works
- 1Paste your text, upload a PDF, or import a public URL.
- 2Pick your reviewers — or describe your audience and let ToughCrowd generate matching personas.
- 3Each reviewer writes an in-voice critique, scores a four-part rubric, and lists concrete fixes.
- 4A synthesis pass reports where the panel agrees, where it conflicts, and what to fix first.
faq
Questions
Will it just tell me my writing is good?
No — that would make the product useless. Reviewers have explicit tear-apart instructions and stated biases, and the synthesis surfaces where they disagree rather than smoothing it into praise.
Can I use it on a draft newsletter or documentation?
Yes. Any text works — posts, newsletters, docs, READMEs. Pick the panel that matches who'll read it.
How long does an audit take?
A few minutes. You get an email when the panel finishes, so you don't have to sit and watch it.
Try it on a tough crowd first
New accounts start with free credits, so you can run a real audit before paying anything.
Also for PhD candidates, founders, speakers, researchers · all use cases