Everything we ship to MFL Studio, month by month — new tools, engine upgrades, plan changes and security work.
August 2026
2026-08
Erase a visible watermark, caption a whole folder in one go, research TikTok ads next to Meta — and a spoof fingerprint that stopped announcing which encoder made it.
New
Watermark Remover
Erase a visible watermark from a video or a still — a platform handle, a stock bug, an end card, an AI generator tag. Box the logo on a preview frame and the free engine blurs it out; the Pro engine rebuilds what it was covering on a GPU, which is what an opaque mark over a busy background needs. Two detectors handle the cases boxes cannot: box ONE copy of a repeated logo and we find the rest, or click on the mark and we trace its exact shape across the frame.
New
Caption a whole folder in one lot
Drop up to 200 clips on the Caption Generator, pick one style, and get one archive back. The file count decides the mode — there is no separate page and no switch to find. The lot runs on its own queue, so a few hundred videos never park in front of your interactive runs.
New
Captions on photos
The Caption Overlay now takes stills as well as clips — jpg, png, webp and iPhone HEIC — on their own or mixed into a batch with videos. Timing controls hide for a still, since every caption is composited at once.
New
TikTok ads in the Ad Library
A second source next to Meta: TikTok's own Creative Center, browsable by keyword and by industry. Where Meta lists everything an advertiser runs, TikTok ranks what actually performs. Both come back as the same cards, the same archive and the same API payload.
New
Research several advertisers at once
Paste a list of advertiser pages instead of one, and each gets its own run so a single page cannot eat the whole search budget. Single-ad permalinks now resolve too, instead of coming back empty.
New
Batch file reduction
Shrink up to 20 files in one drop, on the web and through the API — the only tool that batches, because the compression level is the one setting that means the same thing for every file.
Improved
The spoof stopped naming its own encoder
Two fingerprints survived inside files that claim to be iPhone captures: the muxer stamped its own track handler names, and x264 wrote a ~700-byte banner into the bitstream listing its version, settings and this machine's CPU count — identical in every output we shipped, which is exactly what a correlator looks for. Both are gone.
Improved
Copies of one file diverge properly
Asking for N copies used to let two of them land on the same playback speed, or trim the same way — a wasted variant, since clipping is what a video hash actually reads. Speed and trim are now dealt out in separate slices, so every copy differs from every other, not just from the source.
Improved
A caption workbench that fits the screen
Three columns on a wide display, the handset itself is the dropzone, and the burned caption is now the size the preview showed you. Audio files are accepted for transcription, and there is a new IG/TikTok sticker style.
Improved
Your plan tells you before it lapses
Crypto top-ups have no auto-renew, so a plan used to simply stop. You now get a heads-up two days out and a last call two hours out — and if you are on a team, the message says how many people go down with it. Free trials warn the same way instead of expiring in silence.
Fixed
Payments short by wallet dust
A crypto payment arriving a few cents light — normal wallet rounding — used to sit unconfirmed instead of activating the plan.
July 2026
2026-07
The Caption Generator opens to everyone, competitor-ad research arrives, a €12 entry tier lands, and every tool page gets a 30-second explainer.
New
Caption Generator
Automatic speech-to-text with reel-style burn-in — dynamic three-word cues, real Apple colour emojis, a font shelf including SF Pro, and visual pickers for size, position, case and style. Add emojis with one click, or edit the transcript before you burn it.
New
Ad Library — competitor research
Search the Facebook Ad Library by advertiser or keyword, browse what your competitors are running right now, and pull every creative down as one archive. Searches are kept in a per-operator history.
New
Team seats
Put your VAs on your plan. Pro includes 5 extra seats and OnScale 10; they sign in with their own Telegram and inherit your engine and limits. Storage and import budget pool onto the owner, so there is one subscription, not five.
New
Lite — a €12 entry tier
GPU encode speed and the paid tools at a personal volume, between Free and Pro. Annual billing arrived alongside it on every tier.
New
30-second explainers on every tool
Each tool page now opens with a short video of the tool doing its actual job on real footage — and hides it once you have used that tool.
Improved
MFL Studio
b10.studio is now MFL Studio. Same URLs, same API, same accounts — new name and a new face.
Improved
A Risk Analyzer that gives a verdict
The result panel now leads with a plain answer instead of three numbers, shows which preset produced the batch, and previews the video on hover.
Improved
More places to be from
14 more countries in the GPS location picker, grouped by continent, and Mirror moved out of the presets to a per-batch toggle where it belongs.
Fixed
“N copies” now delivers N
Variants lost to a retry storm are backfilled, so a batch that asked for ten copies ends with ten.
June 2026
2026-06
Invisible-watermark removal, one-click respoofing, per-batch location, and a GPU budget that cannot run away.
New
Watermark Cleaner
Strip the invisible SynthID signal that AI generators embed in their output, on a GPU. Different problem from the Watermark Remover, which erases marks you can see.
New
Respoof
Re-run any past batch or single variant with different settings, straight from the gallery — the source files load back into staging instead of firing blind.
New
Per-batch GPS location
Choose which country a batch was “shot” in. Each country carries real city anchors, and the timezone offset is derived from the capture instant, so it is daylight-saving correct.
New
Turbo encode speed
A faster encode path for paid plans, chosen per run.
New
Free trials
A time-boxed upgrade that sits on top of your plan and reverts on its own — nothing is downgraded when it ends.
Improved
GPU spend is metered, not estimated
GPU work is now budgeted in compute seconds rather than output count — a spoof can run ten seconds or fifteen minutes, so seconds are what actually bound the cost. A run that would exceed the budget downgrades instead of failing.
Improved
The API documents itself
The Tools API is documented on the API Access page, with a one-click button that copies the full reference in a form you can paste straight into an AI assistant.
May 2026
2026-05
MFL Studio opens to the public — the full spoof engine, a free toolbelt, paid tiers with self-serve billing, a REST API, and an analytics console.
New
Public, login-optional studio
Try every tool as a guest — no account required. Sign in with Telegram to keep your history, lift the limits, and unlock the account-only features. Your guest session folds into your account on first login.
New
Unified video + image spoofer
One uploader for clips and stills. Fan a single source into many unique variants in one batch — each samples its own randomization so no two share a fingerprint. Outputs ship as a ZIP or straight to your Google Drive.
New
“Shot on iPhone” metadata fingerprint
Both pipelines strip every original tag, then stamp a randomized-but-consistent iPhone identity — device, iOS build, lens, US GPS, recent date, and the matching photographic EXIF / QuickTime atoms. The video path also rewrites the codec signature so it reads as a clean H.264/HEVC capture.
New
GPU adversarial engine tiers
Pick your protection level. Lite runs on CPU; Moderate, Advanced and Ultra route to a remote GPU engine for a neural perturbation pass, with an automatic fall back to lite if the GPU is unavailable.
New
Per-user engine presets
Save your own engine configurations on /engine and reuse them per batch. Your settings are yours alone — tuning a preset no longer touches anyone else.
New
Instagram & TikTok ingest
Paste a reel or TikTok link and we pull the source video for you, then run it through the spoofer like any upload (paid plans).
New
Free toolbelt
Five side tools alongside the spoofer: a format Converter, a Risk Analyzer (perceptual-hash distance, SSIM fidelity and audio-fingerprint match), a File Reducer, a Frame Extractor, and the Information guide on how detection works.
New
Paid plans + self-serve billing
Free, Pro and Studio tiers gate storage, copies-per-file, daily output, the API and the GPU engine. Upgrade yourself by card (Stripe subscription) or crypto (NOWPayments) — crypto top-ups stack onto any time you already have.
New
Public REST API + webhooks
Pro and Studio plans expose a token-authenticated REST API: POST files, poll the batch, pull the variants, or register a signed webhook to be pinged on completion. Mint and rotate tokens on /api-access.
New
Analytics console
An admin dashboard over every batch, job and output — KPIs, a per-operator breakdown and a media gallery, with the side-tool runs archived and surfaced on the same filters.
Improved
Sharper Risk Analyzer scoring
Evasion now uses real PDQ for images and Meta’s vpdq for video, fidelity uses an alignment-robust SSIM, and audio is matched with Chromaprint — so the score reflects what platforms actually measure.
Improved
Async tool runs
The Converter, File Reducer and Risk Analyzer now process on a queue and poll for their result, so the page stays responsive on big files.
Security
Hardening pass
Enforced Content-Security-Policy, content-MIME sniffing on every upload, per-IP throttling on guest-session creation, per-user storage caps, and the queue dashboard locked to admins.