ferlogs

~/collaborate

Your product, on real work. Then I write up what held.

I'm Fernando, @ferlogs_ on X: AI software engineer at ioBuilders, founder of Futer, and AI agents in production since early 2026. I partner with companies building AI, developer tools, software and hardware. I use the product on the work I already do, then publish what happened, with the numbers.

creator.profile

~/numbers

A small account, growing fast, and every number is public.

Pulled from the public X profile on 7 Oct 2026. Each one can be checked on the profile or on the post it links to. Nothing here is rounded up.

656

followers on X, as of 7 Oct 2026

2,676

views on the best post so far, from 21 Sep 2026

52

replies on that same post: people who wrote back, not only scrolled past

683

posts and replies on the account, since the first post on 31 August

~/followers on X

The account was opened in January and sat empty. The first post went out on 31 August.

  1. 1
  2. 538
  3. 564
  4. 656

~/published

What I have published, with the numbers next to it.

The personal posts travel furthest. The technical ones reach fewer people, and the right ones: engineers and founders building with AI.

The long form

And what I build, which is where the testing happens

~/coverage

What I write about, and the shapes it takes.

Topics

01

AI

Models and assistants, judged by what they do to a real codebase.

02

AI agents

In the daily operations of a regulated platform since early 2026: permissions, failure modes, and what a lead asks first.

03

Developer tools

What Futer, Luckybites and this site are built with, and what I dropped along the way.

04

Productivity

A day job and two live products. The workflow that makes that fit is half the material.

05

Hardware

The desk that runs all of the above, used for weeks before it gets a verdict.

06

Building products

From first commit to live, in public: Futer's crews, Luckybites' restaurant side, and the bugs in between.

Formats

01

Product testing

A test on real work, with the question agreed up front. It ends in a verdict and a list of what I would fix.

X thread · ferlogs.com

02

Real-world workflows

How a tool fits a working week: the setup, the friction, the parts that stuck.

X thread · ferlogs.comexample →

03

X posts and threads

Short, in my voice, most days. A thread when the story needs steps.

x.com/ferlogs_example ↗

04

Technical articles

The long version, with code and diagrams, kept on this site with RSS.

ferlogs.com/writingexample →

05

Tutorials

Step by step from a clean start, with a repository to follow along.

ferlogs.com · GitHub

06

Case studies

The whole partnership in five steps, with the numbers of what went out. It stays on this site.

ferlogs.com/collaborate

~/process

Product, real use, content, distribution, feedback.

Five steps, in this order, every time. A case study on this site follows the same five, so you can see what you would get before you write.

  1. 01

    Product

    You send access, a build or a device. We agree on the question worth answering, never on the answer.

    you get a scoped test, in writing

  2. 02

    Real use

    I use it on real work for as long as the question needs: a feature in Futer, a migration, a week of my own workflow. Notes and screenshots as I go.

    you get a test on work that exists

  3. 03

    Content

    A post, a thread, an article, a tutorial or a case study, written by me from those notes. You check the facts; the verdict stays mine.

    you get content in my voice, disclosed

  4. 04

    Distribution

    X first, where I post most days. The long version stays on ferlogs.com with RSS, and code goes to GitHub when there is code.

    you get the posts, linked and dated

  5. 05

    Feedback

    What I would tell a friend on your team: what broke, what confused me, what I would fix first. In private, whatever the post says.

    you get a builder's notes on your product

Case studies

None published yet. The first partnership ends up here, written in these five steps, with the numbers of what went out.

What I already use, and where it runs →

~/rules

Paid for attention, never for the verdict.

Money buys my time and a fair test. It does not buy a positive post, and the people who follow me can tell the difference.

If a product does not hold up, you hear it first, in private, with the details. Whether anything goes out after that is a conversation; praise I do not mean is not an option.

partnership.rulesfixed
  • opinionmine · not the brand's, not my employer's
  • reviewyou check facts before it goes out
  • disclosureevery paid or gifted post is labelled
  • bad newsyou hear it first, in private
  • employerioBuilders systems stay out of it
  • verdictnot for sale

~/inquiry

Partnership inquiries. Tell me what you are building.

The form writes the email for you. Nothing is stored and nothing is sent anywhere but your own mail app.

Area
What you have in mind