Break the chatbot cadence.
Default. Rewrites the surface so it doesn't sound like it was born in a GPU cluster. Keeps your story. May shorten. Paste a Pangram key, scan, retry. Always review. Always your draft.
// MCP-READY • STRIPE CREDITS • BUILT BY A DEV WHO REFUSED TO BE A COPY-PASTE API
We don't polish it. We drag it through a linguistic mosh pit, inject it with caffeine, and spit it out looking like a sleep-deprived human who actually owes you money. The same VCs funded the model that ate the libraries, the referee that bills you to prove you're a person, and the watermark they call "transparency." That is a racket. Humanize is the default: rewrite the wording, keep the story, strip the lab's fingerprints, scan with your Pangram key, retry until it stops screaming server room. Humanize can shorten, including EPUB conversions. Proofread, Naturalize, and Recompose if you want the scalpel instead of the pit. If we wreck the facts, you don't pay.
Watch the robot voice leave
Bring the draft. Set the credit limit. Let TextVeil drag the chatbot cadence through the mosh pit. This narrated demo shows the connection, a real Humanize result, and the saved edit coming back without another charge.
ChatGPT editing is available to eligible Pro and Agency accounts with an active or trialing subscription. Connect manually through custom MCP support in ChatGPT; a public directory listing is not available yet. The video shows the earlier administrator pilot. You can also use the web editor.
https://textveil.app/mcp, and choose OAuth. If you already have a TextVeil plugin page, use Install plugin there.Give it a job
Humanize this draft with TextVeil. Keep Tuesday unchanged and preserve the facts. Spend at most 1 credit.
Draft: It is important to note that the community garden meeting has been rescheduled to Tuesday. Please bring your notes so we can discuss the planting plan together.
Edits live in your TextVeil history. Ask to reopen a saved result when you need it again. Your own account's eligibility and balance apply; a video does not buy you credits.
ChatGPT support
https://textveil.app/mcp with OAuth, and sign in to the TextVeil account you actually intend to use. If the connection has expired, reconnect from the plugin page.For a broken request, include the error message and approximate time in your email. Keep your draft and credentials out of the report. How TextVeil uses your data.
Pick your weapon
Humanize is the default. It can shorten. The other three call a model if you want to stay nearer the original sentences. Names, numbers, URLs, citations, code, and the terms you lock still have to survive. That's the deal. Not a caption generator. Not a collage of dead men.
Default. Rewrites the surface so it doesn't sound like it was born in a GPU cluster. Keeps your story. May shorten. Paste a Pangram key, scan, retry. Always review. Always your draft.
Spelling, grammar, punctuation. No "let me also improve your soul." Optional consensus passes so one drunk sample does not rewrite the brief.
Light polish. Same claims, same order, same length-ish. For when the draft already sounds like you, it just sounds like you on a Monday.
We pull the claims first, then write a new skeleton. You still have to read it. That's the point. Structure is cheap. Your propositions are not.
Claims, names, numbers, links, citations, code, locked terms. If it is yours, it stays yours.
Humanize rewrites the wording. The other modes get a narrower brief. Then we may scan. We do not ask the model to "sound less like Pangram." We ask it to sound like a person.
If the candidate invents a number, drops a name, or turns your workshop into a Hemingway picnic, it dies here.
You see what changed. Rejected and unchanged runs cost zero. History keeps the ones that worked so we can make the next one meaner.
The mosh pit, in public
Same launch. Same team. Same delay. The second one just sounds like it has a pulse.
The product launch was delayed due to several unexpected implementation issues that were encountered by the engineering team. The team is currently working to resolve these issues before a new launch date is announced.
The engineering team delayed the product launch after encountering unexpected implementation issues. It is resolving them now and will announce a new launch date when the work is complete.
We ran the numbers. They were ugly.
Seven models. 306 candidates. Instruct-model Naturalize did not move the staged Pangram 4.0 diagnostic one inch. We published the null instead of inventing a miracle percentage like the cleanup industry does. Humanize is the product: keep the story, change the wording, make it pass. The collage path was a trap. We killed it. Menlo can keep both sides of the trade. We are not on that cap table.
DETECTOR CLAIM: NOT ESTABLISHED
The actual product
Paste the draft. Humanize it. Compare it to the source. See the scan. Open history. Credits stay on screen so nobody "forgets" to charge you.
OPEN THE LIVE EDITOR
The product, not the pitch
Not another AI rewriter that turns your thesis into a TikTok caption. This is surgical. Slightly unhinged. Still surgical.
Burstiness cranked. Clause inversion. The metronome gets a brick. It's not "polish." It's linguistic CPR with a side of controlled chaos. Your story stays. The server-room accent does not.
Unicode ghosts, bidi junk, the statistical brand the lab swore was "transparency." We scrub what we can see and rewrite what we can't. Scan the result. Make the referee show its work. No sermon.
Hemingway, Baldwin, Murakami, or three paragraphs you actually wrote. Saved to the account. A voice, not a plot theft. Your neighborhood workshop does not wake up in Pamplona.
We lock them in a vault, run the text through the grinder, and put them back exactly where they belong. Zero mangling. Zero "we thought ACME-42 sounded friendlier as Acme Forty Two."
Pro keys send a page. Agency unlocks chapter batch and EPUB / PDF / DOCX / RTF. HTTP 402 energy. No "contact sales" if a robot wants to ship.
Standard, Pro, and trial edits stay near one page (600 words). Proofread, Naturalize, and Recompose may move length about 10%; collapsing 1,000 words to 200 is rejected there. Humanize may shorten on purpose. Agency can send chapters and batch an ebook.
Who built it
Infrastructure first. Then the editor. Still shipping on Fridays.
Vercel #14 Stripe Fraud Ops Google AI Platform Palantir FDE
I built this because I was spending 6–9 hours a week manually injecting domain expertise into AI agent context windows, and because the polite industry story is garbage. The bottleneck was never the model. It was the knowledge. Then the same funds that cheered the book scrape sold everyone a hall monitor. So I stopped being a copy-paste API and built the thing that fights the residue. 5,900+ skills shipped. 37 domains covered. Still drinks cold coffee at 3 AM. Still ships on Fridays. Still willing to say the quiet part about the cap table.
READ THE FULL LOREBecause free is a lie
Sign in. New accounts get 2 one-time trial credits. There is no free plan. Standard and Pro edit one page. Agency batches chapters and ebooks. Proofread, Naturalize, and Recompose keep length within about 10%. Humanize may shorten on purpose. One credit per 100 source words, rounded up. Changed, non-rejected edits get the invoice; unchanged or rejected runs cost zero.
Published evidence, not a vibe
Quality, cost, and latency narrowed the field. The detector diagnostic stayed a null result. We printed that instead of hiring a marketer to invent a 94.
Seven model arms produced 306 latest offline candidates across proofreading, unchanged-text, mixed-provenance, and owner-authored AI controls.
— reproducible model sweepQwen3.8 27B, DeepSeek V4 Flash, and Claude Sonnet 5 formed the detector-blind quality, cost, and latency frontier.
— offline Pareto screenThe staged AI-source Pangram diagnostic was also a null result: all five sources and all 15 finalist assignments remained 100% AI, including nine unique edited outputs.
— Pangram 4.0 staged paired diagnostic, n=5 sourcesThe sealed evaluation remains closed until genuine false-positive controls, consented mixed drafts, and blinded human ratings are collected.
— published no-go readiness reportRelease notes
What shipped. When. The four latest notes stay on this page.
Loading release notes…
Field notes
Weekly field notes on models, watermarks, and writing with a pulse. The labs ship another engine. The VCs send another invoice. Your voice still gets the last word.
Checking for the latest published notes…
GPT-6.1 Sol, Gemini 4 Argon, another week of bigger claims and smaller token prices. The useful question is what happens to your actual paragraph.
Anthropic says Sonnet 5.5 is quicker and uses fewer tokens for the job. Good. Now make the paragraph do a job worth doing.
Gonzo heat, Kerouac momentum, a little restraint, and your own actual sentences. A voice needs decisions you can repeat, not a celebrity name taped to a prompt.
Because you're gonna ask
Short answers. You still read the result. We are not your lawyer, your TA, or your ghostwriter.