Viewing profile — ashed96

GTM Engine turns Claude Code into your sales team. Eight opinionated slash-command skills that run your entire go-to-market motion — pipeline tracking, daily rituals, call analysis…

Glad to hear this, finally can use Claude for my projects! And missing sources: https://www.anthropic.com/news/claude-in-microsoft-foundry https://www.anthropic.com/news/microsoft-…

Junior makes random mistakes. LLM makes consistent mistakes. After a few weeks you know the patterns: where it's reliable, where it hallucinates.

You're right - poor wording. Static vs dynamic is what I meant.

I've been using Claude/Cursor heavily and noticed something: with TypeScript, the compiler catches interface mismatches immediately. With Python, I'm running code to find out it br…

Suddenly feeling better about our 99.9% uptime SLA. When even Cloudflare goes down, nobody can blame the little guys.

No specific structure - you'll need to experiment based on your project. I treat it like briefing a senior engineer. Example: "Currently we have X, Y, Z but it has ABC limitation. …

From that standpoint, it's definitely happening already. But removal is easier too now. The real question is whether teams will have the discipline to delete. Most won't, but those…

AI made us 10x more productive. Management noticed. Now we are expected to ship 10x more features. The free time was a lie we told ourselves.

I'm building a startup myself and we vibe code everything, except core/complex parts where AI struggles. My workflow: 1. Give the agent detailed task + relevant file contexts (so i…

Once you've gone through the learning resources others shared, LeetCode has a dedicated concurrency section for hands-on practice: https://leetcode.com/problemset/concurrency/ (I a…

It had been up for me, from Asia.

Couldn't relate more. I built this Chrome extension using similar logic to youtube-dl: https://chromewebstore.google.com/detail/audio-only-youtube/... Eventually couldn't keep up w…

My WHY: I need money to pay rent. My company's WHY: Generate shareholder value. There, saved everyone $97. You're welcome.

Nice read though! Also checkout https://www.youtube.com/watch?v=iT7kq-R3Gjc too. It's absolute gold for GEO/AEO.

What's your take on using AI-generated content for GEO? If it follows E-E-A-T and adds genuine value, does the origin matter for AI visibility?

In theory, maybe to some extent yes - unique usernames could beat reused emails. But let's be real - nobody actually does that.

All marketers ~~are liars~~ tell stories.

Still on youtube-dl here - didn't know yt-dlp was the actively maintained fork.

IIRC there's pre-processing (embedding/tokenization?) before feeding images to LLMs? Hit this issue optimizing LLM request times. Ending up lowering image resolution. Lost some acc…

What metrics are you tracking specifically?

Opposite problem here - all building, no marketing. Now struggling with GTM because nobody knows we exist. The real trap is thinking it's either/or. You need both engines running.