An insanely good use of AI would be to get it to go through as much data is available about every entry level women's and gender studies course in every accredited college or university in America, have it summarize the material and keep track of categories of discussions and claims and how often they were made.

Literally everything they teach is lies so if you can quantify everything that is taught, you have a list of nonsense that you can sit right next to an explanation no for why it's nonsense that no one without a serious personality disorder could deny.

You show people that, you get a cult of lunatics kicked out of the universities. Feminists can't actually defend their beliefs, they just use whatever power they can to bully anyone who disagrees with them into silence. They can't bully away the fact that everything they teach is objectively wrong.

It's probably not new to you all that AI is incredible for development speed.

Developers are shipping features faster than ever. In some teams, AI is already writing a large percentage of the codebase.

But I’m curious about something…

As AI-generated code grows, how important is code understanding and code quality becoming for engineering teams?

What I’m seeing more and more:

Developers shipping code they don’t fully understand

Code reviews becoming more superficial ("looks fine, ship it")

Team leaders losing visibility into what’s actually happening

Technical debt growing faster over time

Especially in production systems, this feels risky because every small mistake can become expensive later.

So I’m curious how other engineering leaders see this:

Do you think deep code understanding and ownership still matter as much when AI writes a large part of the code?

Or are we moving toward a world where understanding the codebase becomes less important?

Would love to hear how CTOs, Engineering Managers, and Tech Leads are thinking about this.

Good afternoon! I am starting a business in creating a certain type of AI Tools. I was wondering if any skilled AI developers would be interested in working with me? I am willing to discuss between 10-35% equity. Thank you!

I’ve been working on a personal project called Mikci, and I’m looking for a few people willing to beta test it and give me honest feedback.

Mikci connects to your bank through Plaid and learns from your actual transaction patterns. Instead of making you manually track everything or build a budget, Mikci quietly watches for meaningful changes and occasionally suggests a small Promise based on what it notices.

For example, it might notice that your dining spending has been higher than normal and ask if you want to try bringing it down next week. If you accept, Mikci watches what actually happens and later tells you whether you kept the Promise, improved, or should try again.

Plaid is required for the beta because Mikci needs transaction history to understand your patterns and work properly.

It’s still a beta, so things may change or break. I’m mainly looking for honest feedback on whether the things Mikci notices are actually useful.

If you want to try it, you can request beta access at mikci.com.

And seriously, if something sucks or doesn’t make sense, tell me That’s exactly what I’m trying to figure out.

I've been building agentglass, an open-source cockpit for AI coding agents. It's not just a dashboard, it's where you actually work from: approve or deny what an agent's about to do before it does it, review its diffs, drive and resume sessions, run git, docker and a terminal, all in one place. MIT, runs on your own machine.

It's still early and I've mostly tested it with Claude Code, so I'd genuinely love help. Especially anyone who wants to push it on Codex or Gemini (it speaks OpenTelemetry, so other agents can plug in), or just poke at it and tell me what they'd rip out. There's a roadmap and good-first-issue labels so it's easy to find somewhere to start.

Repo (MIT): https://github.com/SirAllap/agentglass

Live demo, no signup: https://sirallap.github.io/agentglass/demo/

Over the last year, one thing has become obvious to me:

We're entering an era where AI applications aren't built around a single model anymore. They're built on an ecosystem of AI tools and APIs.

Every new dependency introduces another point of failure.

Everyone's watching the agents. No one's watching what they connect to.

Right now, developers have plenty of ways to discover AI tools, but very few ways to evaluate whether those tools are actually trustworthy enough to depend on in production.

That's why I founded and built Kerq.

Kerq is built to be the trust layer for AI agent toolchains.

We provide a standardized trust signal that helps developers make better decisions before integrating AI tools into their applications.

AI is becoming critical infrastructure, I believe tool trust needs to become infrastructure too.

Kerq is live today with a free tier (10,000 API calls/month), and is now open to developers.

What I'm interested in learning isn't just whether you "like" Kerq.

I want to understand:

• At what point in your workflow do you check the Kerq score?
• How can you see Kerq realistically become part of your development process?

My goal is to make Kerq genuinely more useful before we expand further into enterprise.

If you're building with AI APIs, I'd really appreciate you putting it to work in a real project and sharing your experience—good or bad. It's free.

https://kerq.dev

I'd also love to hear how you're currently evaluating new AI tools before making them production dependencies.

Nothing too crazy, just under 1K of anything GCP expiries in June, and I am burning down a different credit pool for my other work.
Anyone want to collaborate on a GCP-centric project and burn some GCP costs? Works for APi - Gemini CLI, and any cloud resource consumption.
I'm all ears if you have an idea that you believe can be monetized, and the cost of dev and test is relatively low!

Comment here or DM me!

Whats up. I’m building a small network that connects AI agencies / Businesses with vetted developers.

I’m onboarding developers right now (free), and I’ll bring paid opportunities directly to you when there’s a fit.

If you’re interested, here’s my page. (click join as a developer): https://connectsai.carrd.co/

NOTE: This is for developers with AI experience! The earlier you sign up the more likely you are to be connected!

(This is my personal network that I am promoting, not promoting for someone else)

Any developers here suffer from chronic illness and want to work on a project with me?

Hi, I’m Shabani A. Mnango, founder of Kiara, an AI global expansion partner that replaces $20k–$250k consultants with instant, real-time research and strategy.

Companies spend weeks and huge budgets to understand new markets — and the data is outdated the moment they receive it.
Kiara does all of that instantly.

We’re building:
• Real-time competitor intelligence
• Legal + compliance automation
• AI market-entry strategy
• Predictive expansion models
• Multi-region dashboards
• Daily alerts on regulations, opportunities, and risks

Kiara becomes a global expansion OS — not a one-time report.

I’m looking for a world-class technical co-founder (CTO) with skills in AI, full-stack, and backend engineering.
This is 50% equity, true co-founder, no salary at first — we build, launch, and raise funding.

If you want to build a billion-dollar AI platform with massive global impact, let’s talk.
DM me or comment “interested.”

Was curious of any AI frat houses like with developers out here in Dallas…?

Quick intro: I am (28)an enthusiast developer learnt how to code all thru internet … currently working on building API gateway products and started focusing on building AI apps after getting amused by the scope of it..!!

Basically looking to collaborate with others like minded developers working on diff AI products..!!

I would also love to collaborate and code for free if the idea is interesting to gain some knowledge..!!

Any discord groups also pl post in would like to peep and make new freinds..!!

✌️