Gabe Giro

AI Engineer @

[Gabe Giro @GabeGiro]

Most consultants raise rates in Q3. I'\''m halving mine for July.

First month of any engagement, 50% off. Every service.

Builder Core €5,000 → €2,500. Code review from €375.

Drops to 30% in August. Code auto-applies at checkout: https://t.co/CV9oBDwLTH

[Gabe Giro @GabeGiro]

Most engineers use Claude to go faster.

I think a better use of it is to go slower on the decisions that matter.

What do you think?

[Gabe Giro @GabeGiro]

Old habit: describe the design, ask "does this make sense?"

Claude says yes. You feel validated. You ship it.

Three weeks later you're untangling exactly the problem it would have caught — if you'd asked the right question.

[Gabe Giro @GabeGiro]

The prompt that changed how I work:

"Assume this design is wrong. What's the most likely failure mode?"

Not "is this good?" Not "what would you improve?"

Force it to find the break point. If it can't — you've got a real design.

[Gabe Giro @GabeGiro]

Useful diagram of the hierarchy of roles and responsibilities in the context of information security #CISM 🔐

[Gabe Giro @GabeGiro]

@mikefutia @cluely SLIDES

[Gabe Giro @GabeGiro]

Claude PR Reviews are awesome. So valuable and a time saver.

As a developer you can first address Claude's suggestions and then ask for any PR reviews from your teammates

[Gabe Giro @GabeGiro]

One of the reasons why I stay away from cross-platform development https://t.co/wRvkBg7I7q
Cross-platform is convenient but in majority of the cases it is chosen because it's cheaper.
Cheaper = cutting corners = company/product is on it's way to failing

[Gabe Giro @GabeGiro]

UI inconsistencies often indicate poor standardization, with a lack of reusable components or consistent styling frameworks. This not only disjoints the codebase but also makes it hard to maintain.

Ideas on how to fix it: https://t.co/v2sujWrztL

[Gabe Giro @GabeGiro]

Engineers don't want to deal with outdated code long-term. To retain quality developers, stop torturing them and create a good development environment
Read more: https://t.co/eTJAAI1vid
#dx #Android #Java

[Gabe Giro @GabeGiro]

LLM frameworks:
◦LangChain - good for building agents
◦LLamaIndex - good for knowledge graphs
◦Autogen - multi-agent building framework from Microsoft
This was almost a year ago... A lot changed since then

[Gabe Giro @GabeGiro]

I was thinking about using multi-model database frameworks like FaunaDB - basically utilizing different paradigms: GraphQL (graph wrapper), MongoDB (document), PostgreSQL (Relational).
But, decided to start with PostgreSQL first and GraphQL on top

[Gabe Giro @GabeGiro]

@infomiho @WaspLang That's cool. I read your gist but I have all services defined in docker-compose and I'm hitting some blockers with what seems really basic...

[Gabe Giro @GabeGiro]

I need someone with Coolify experience to help me setup a self-hosted full-stack project on a VPS

[Gabe Giro @GabeGiro]

Added a feature to pick a resume containing a keyword defined in the config file #python #selenium

[Gabe Giro @GabeGiro]

I wanted to do as much as possible with python, including frontend. The options are Django, but Flask and streamlit seam better for POC (Proof of Concept)

[Gabe Giro @GabeGiro]

GraphQL might be a better solution in the long run as I will have a lot of overlap applying on multiple job platforms, which means similar requests

[Gabe Giro @GabeGiro]

Project management on GitHub is such a breeze and it is a good alternative to JIRA when managing a smaller project. Inside one side-project, I'm tracking tasks across multiple repositories 🔥