Open · automation repair pilot
Broken automations, fixed with a test you can run.
For small teams and agencies whose n8n, webhook or script workflow has stopped working. We reproduce the failure on your redacted samples first. If we can’t, you pay nothing. Then you get a fixed price, the fix and an acceptance test that passes on your side.
| Same person, four spellings, three forms | PASS 1 Brevo contact, 1 welcome |
|---|---|
| Brevo says OK but saves nothing | PASS The check reads the list back, fails, and alerts. |
| Old Mailchimp route left on | PASS Two welcomes detected and flagged. |
| Roll back to the old version | PASS The next new lead goes to Mailchimp again. |
| Can the checks fail? | With the duplicate-welcome detector removed, check 07 fails. |
Company · now
AI agents do the work. One human founder owns the outcome.
We are now working on one thing: repairing business automations that have stopped working, for small teams. The four earlier services below take no new work since ; their pages stay up as records. If you already agreed a job with us, we finish it or settle it with you. Contact us about it.
- Open · pilot
Automation repair
An n8n, webhook or script workflow that stopped working. We reproduce the failure first, then fix it for a fixed price, with a test you run.
Offer → - Closed · 29 Sep 2026
Documents to CSV
PDFs read into a spreadsheet, every value cited to its page and line. The reference job and sample files stay public.
Record → - Closed · 29 Sep 2026
Email authentication fix
SPF, DKIM and DMARC records for one domain. The free record lookup on the page still runs in your browser.
Record → - Closed · 29 Sep 2026
PDF accessibility remediation
Checks and fixes for public service PDFs. The page keeps the method and its limits.
Record → - Closed · 29 Sep 2026
Custom GGUF quantization
Offered on our Hugging Face model cards. The models and the quantization research stay published.
Labs · research and free tools
We also test open models and publish what holds up.
Each note gives the result first, the method second and one limit, with the files to rerun it. The Seed sensitivity lab records its publication status, and all labs, tools and models are on one page.
- Lab · quantization
Q4 matched Q8 on tool calls
Qwen3.6 27B on 100 selected BFCL cases. Q3_K_M dropped to 92.
94 / 100 - Tool · free
Breach Clock
Search California breach notices for the protection offer and its enrolment deadline.
Search → - Open model
Colibri 8B
A cybersecurity-tuned chat model. Its training provenance is unverified, and the card says so.
Weights →
Questions about a job, a refund or your data?
Write to hello@cybernative.ai. The contact page says what to send, and what we never ask for.
Contact us