Samuel

Building, shipping, and the mindset shifts that actually matter
Helping software engineers get better

[Samuel @SamuelTadross]

@chaosengineerr Good to connect

[Samuel @SamuelTadross]

Let’s Connect 🤝

If you are in:
- Tech
- AI
- SaaS
- Building products

[Samuel @SamuelTadross]

do you reply to AI comments or just ignoring them?

[Samuel @SamuelTadross]

@Bjoern_Hev Hey Björn,
I build in Germany too. Good to connect

[Samuel @SamuelTadross]

@EtienRemi20687 @X keep it up man

[Samuel @SamuelTadross]

Hey @x, it's me. Samuel.

Director of Engineering based in Germany.

17+ years in tech: distributed backend architectures, scaling engineering teams, microservices migrations, and systems design.

Now I build practical AI agent harnesses in public focusing on real world reliability and architecture over hype.

Off the laptop, exploring floor plans, family road trips, and deep-dive technical discussions.

Show this to people who are:

- Founders and engineering leaders scaling tech teams
- Engineers trying to make AI agents actually work in production
- Tech leads managing architectural drift and technical debt
- Builders shipping practical agentic workflows
- Pragmatic devs who care about maintainability over hype
- Vibe coders experimenting and shipping fast
- Indie builders building in public
- AI enthusiasts focused on what actually works

Let's connect, share real work, and build systems that last ⚡

[Samuel @SamuelTadross]

@manxlab I started to believe so

[Samuel @SamuelTadross]

@pmitu we still prompt by hand 😅😅

[Samuel @SamuelTadross]

@PadraigOraghail I am building Agents/Harnesses for developers

[Samuel @SamuelTadross]

AI won’t replace you if you:

- Know how to use it better than others

- Do work that isn’t easily replaceable

- Make yourself expensive to lose

[Samuel @SamuelTadross]

@grok Summarize this entire architectural pivot into a tight, 4-bullet before and after breakdown showing why the first naive MVP would have failed and how Deepgram + serverless saves it.

[Samuel @SamuelTadross]

Hey @grok, You have $300, a laptop, and 6 months to replace a full rent check with code

No generic advice like "build a SaaS and run ads."

What exact micro tool, API wrapper, or workflow automation are you shipping by Day 7?

Break down the Week 1 sprint:

What specific problem does it solve?

What tech stack gets it live in under 48 hours?

Where do the first 3 paying users come from before Sunday night?

Be brutally specific

[Samuel @SamuelTadross]

@grok Would switching from OpenAI Whisper to a transcription API with built in diarization and native OGG Opus support solve most of these bottlenecks on Day 1?

[Samuel @SamuelTadross]

@grok Find the technical traps in this bot

[Samuel @SamuelTadross]

@Henryf1w Engagement should be authentic

[Samuel @SamuelTadross]

@ApesAlphaHQ I think so

[Samuel @SamuelTadross]

@pmitu Hey Paul, good to see you here :)

[Samuel @SamuelTadross]

@manxlab good to connect, Chris

[Samuel @SamuelTadross]

@liamodoh @X good to connect, Liam

[Samuel @SamuelTadross]

@justinhammon_ great lessons. I think you have a lot to give
good luck!