We are AI-enabled software consultants
Every detail—from architecture to deployment—is handled with rigor, ensuring clarity, performance, and long-term maintainability.
We design and deliver systems that are technically rigorous and commercially impactful.
We embed AI into core workflows, decision-making, and product architecture to create durable advantage.
We translate complex opportunities into elegant, production-ready solutions.
We build with precision, scalability, and a clear understanding of business context.
Built for impact
We combine deep engineering expertise with AI to deliver solutions that are practical, scalable, and grounded in real business outcomes.
AI that actually ships
We don’t just prototype—we design and deploy production-ready AI systems that integrate with your existing stack.
Measurable advantage
Our work is defined by outcomes: faster operations, smarter decisions, and capabilities that compound over time.
Transforming Ideas into Intelligent Solutions
Software consultant specializing in AI/ML integration, custom model development, and intelligent automation for forward-thinking businesses.
"We are better than AI. We are human."
Real thinking.
Real people.
Crafted, not generated.
Invented, not imitated.
The future needs
more humanity.
Not less.
AI can replicate patterns.
Humans create meaning.
e9e
Latest Articles
All Articles
HTML class naming conventions, and id naming conventions
In HTML, classes should be lower-case with dashes:
<div class="class-name-1 another-class-name"> </div>
There are exceptions:
<div class="BookChapter" ></div>
However, ids should be camelCase or PascalCase (capitalized first letter):
<div id="thisDiv"></div><div id="anotherArray"></div>
What's a better name: tag1 or tag_1 ? Should it be tag-1 or tag_1 ?
Or the same question can be asked as: what's a better name: tag1 or tag-1? Depending on if underscores are disallowed, or dashes are disallowed.
While we are on the topic of dashes vs underscores, check out when to capitalize HTML classes, and when to keep ids in Pascal Case.
[FIXED]: An external drive not mounting on mac (fsck, not fdisk)
This happened to me recently... I may have unplugged an external 5Tb harddrive without ejecting it from mac os x 13, and it could not be mounted again. I plugged the harddrive into a windows machine, run "repair" there (whatever that means) and the data was perfectly readable. It's just that the disk would not mount on mac.
Stackoverflow to the rescue! The solution is:
sudo pkill -f fsck
Or actually
ps aux | grep fsck
How to reset admin password in Fat Free CRM
It appears that you can just re-run the setup in order to do that:
bundle exec rails ffcrm:setup
.
[FIXED]: Can't connect to local MySQL server through socket '/tmp/mysql.sock' when running mysql database in docker, for a ruby on rails application
Change
host: localhost
to
host: 127.0.0.1
in config/database.yml, to make the connection over TCP/IP rather than local socket.