@azy7o6

AI coding is getting cheaper. So why aren't we shipping faster?

Atlassian recently shared an interesting finding: AI usage among engineering teams increased by 65%, but overall developer velocity didn't. Coding agents can generate in minutes what once took hours, yet writing code is only one part of shipping software.

The hidden cost often comes later: rework. When requirements are vague or constraints are missing, AI can make assumptions and start implementing them at speed. What looks like faster development can quickly become another cycle of reviewing, correcting, and regenerating.

That's why the next big optimisation in AI development may happen before coding starts.

It's also the thinking behind Spec-Driven Development. At MySpec, we help turn an initial idea into structured requirements, solution design, and implementation tasks before an AI coding agent starts building. The goal isn't to slow AI down, but to give it clearer context so there's less to undo later.

AI-generated code will keep getting faster. But maybe the real bottleneck isn't coding anymore. It's clarity.

For those building with AI coding agents, where do you spend more time today: generating code or fixing what gets generated?

Source: atlassian.com/blog/company-news/ai-sdlc

MySpec is during beta, feel free to try: myspec.dev

How has your experience with Notion changed over time?

We still use Notion almost every day.

It's where ideas start, meeting notes live, and product discussions happen. Notion itself even recommends it as a central place for product specs, project overviews, and engineering documentation.

But I'm curious...

Have you ever opened a Notion page that you wrote six months ago and thought:

"Why did we make this decision?"

Or even:

"Is this still the latest version?"

It's not because Notion is missing features.

It's because software projects evolve much faster than documents do.

While building MySpec, we noticed the same thing. A feature doesn't just need documentation. It needs a process that keeps asking questions, captures decisions, tracks revisions, and lets the team refine requirements before implementation.

That's one of the reasons we built MySpec around an AI-guided interview instead of starting with a blank page.

Rather than expecting you to remember every edge case, constraint, or user scenario yourself, MySpec helps uncover them through structured conversations, then turns those discussions into implementation-ready specifications that can continue evolving with your project.

We're not trying to replace Notion.

We just found that, when it comes to building software, a blank document isn't always the best place to start.

I'm curious how other founders and developers handle this.

Do your product ideas still live comfortably in Notion, or have you found yourself needing something more structured as your projects grow?

Check it out: myspec.dev

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If you're using AI to write code, you're probably shipping secrets too. It's more common than you'd think.

It takes minutes for bots to start using your AWS account to mine crypto. Many startups have been greatly affected by this, some even needing to close.

Over 28 million secrets like API keys found in GitHub repositories in 2025, 34% more than in 2024. And even if you're doing everything right to store them, they can still end up in places where end-users can find them.

It's probably a good idea to scan your code for secrets before going live. You can do so for free locally with Trestle.

Looking for a Growth & Marketing Co-Founder for an AI Startup

Hey everyone,

I'm building FutureStack, an AI tools discovery platform that helps people find the right AI tools through community recommendations, reviews, and curated stacks.

The problem we're solving is simple: thousands of AI tools launch every month, but discovering the right ones is still fragmented across Google searches, Reddit threads, YouTube videos, and social media.

We're building a place where users can discover, compare, review, and discuss AI tools in one community-driven platform.

The MVP is already live, and we're currently focused on growing through SEO, content, Reddit, social media, and community building.

I'm looking for a co-founder who is passionate about growth and marketing. Someone interested in SEO, content, social media, newsletters, community building, or organic user acquisition.

This is an equity-based co-founder opportunity, not a salaried role. I'm looking for someone who wants to help build and own a meaningful company for the long term.

If you're interested in AI, startups, and building something from the ground up, send me a message. I'd love to chat.

Website: usefuturestack.com

I made a free list of 100+ places to launch your startup, SaaS, or side project

I kept seeing founders ask the same question: "Where should I launch my product besides Product Hunt?"

So I made a GitHub repo with 100+ launch directories, startup platforms, SaaS directories, AI tool directories, and communities where makers can submit their product.

I tried to include useful details like:

• Who the platform is best for

• Whether submission is free or paid

• Estimated audience size

• Submission time

• SEO/backlink value

• Direct submission links

The goal is simple: help indie makers get their first users, backlinks, and visibility without spending money on ads.

Repo: github.com/xioanchin/awesome-launch-directories

Would love feedback from other founders. And what launch directories or platforms should I add?

Building an AI tools directory. Does anyone actually want this?

I've been using AI tools directories for a while, and honestly, they're all kind of a mess.

Static lists with no reviews. Ugly UI. No way to tell if a tool is actually good or just paid to be there. No filters for what you actually need, like "I'm a student" or "I'm a freelancer." Just endless scrolling through irrelevant stuff.

So I started building one myself. Cleaner UI, community-driven, upvotes and reviews so you actually know what works. Filters by role and category so you find the right tool faster. Plus a daily featured tool. Free forever for users.

Before I go further, I genuinely want to know:

Do you actually use these directories, or do you just Google it every time?

What frustrated you the most about the existing ones?

Would a cleaner, more community-driven version make you actually use it?

If you're curious, the platform is called FutureStack (usefuturestack.com), but more than anything, I'd love your honest feedback and to know which AI tools you'd want to see on there that never make it onto the usual sponsored lists.

Drop your thoughts below. Even if it's "this already exists, and you're wasting your time," I want to hear it.

STRIVLE IS IN 1ST PLACE ON TINYLAUNCH 🚀

Strivle is sitting #1 with 33 upvotes. Second place is at 21 and catching up fast.

If you haven't upvoted yet, now's the moment. Every upvote in the next few hours decides whether we hold #1 or get overtaken.

Takes 10 seconds. Massive impact for what we're building here.

tinylaunch.com/launch/15557

Let's lock this in 🥂