AI Private Deployment · DevOps in Practice · The One-Person Company

This is Alex's technical blog: hands-on notes on private LLM deployment, DevOps and cloud-native engineering, and the real experience of building products with AI as a one-person company.

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I Found TypeSafe on HN After Two Years of Silence—Don't Chat. Decide.
I Found TypeSafe on HN After Two Years of Silence—Don't Chat. Decide.

After two years of radio silence, the RLHF co-inventor behind ChatGPT posted four words on X and the HN upvotes started climbing.

Alex · Sep 20, 20263 min
It Was 9 PM Friday, I Was Done, and the Dashboard Had Other Plans
It Was 9 PM Friday, I Was Done, and the Dashboard Had Other Plans

I was five minutes from calling it a night when the monitoring dashboard showed me something I wasn't expecting.

Alex · Sep 18, 20262 min
Three Days Staring at server_is_overloaded: What I Should Have Tried First
Three Days Staring at server_is_overloaded: What I Should Have Tried First

Three days of the same red error, the same panic loop, until one small config change finally broke the cycle.

Alex · Sep 17, 20262 min
The Afternoon I Saw the Same ChatGPT Line Three Times and Finally Understood It
The Afternoon I Saw the Same ChatGPT Line Three Times and Finally Understood It

Three times in one afternoon, the same line hit my ChatGPT screen, and by the third one, I finally stopped scrolling.

Alex · Sep 15, 20262 min
The Night I Read Dario Amodei's Case for Pacing Frontier AI
The Night I Read Dario Amodei's Case for Pacing Frontier AI

A late-night read turned into a long conversation about whether we're moving too fast with frontier AI.

Alex · Sep 13, 20263 min
I Quoted OpenAI's Internal Note Like a Prophecy — And I Went Too Far
I Quoted OpenAI's Internal Note Like a Prophecy — And I Went Too Far

After quoting an OpenAI internal note as if it were gospel, I sat with the discomfort of having gone a bit too far.

Alex · Sep 11, 20262 min
I Found TypeSafe on HN After Two Years of Silence—Don't Chat. Decide.
I Found TypeSafe on HN After Two Years of Silence—Don't Chat. Decide.

After two years of radio silence, the RLHF co-inventor behind ChatGPT posted four words on X and the HN upvotes started climbing.

Alex · Sep 20, 20263 min
It Was 9 PM Friday, I Was Done, and the Dashboard Had Other Plans
It Was 9 PM Friday, I Was Done, and the Dashboard Had Other Plans

I was five minutes from calling it a night when the monitoring dashboard showed me something I wasn't expecting.

Alex · Sep 18, 20262 min
Three Days Staring at server_is_overloaded: What I Should Have Tried First
Three Days Staring at server_is_overloaded: What I Should Have Tried First

Three days of the same red error, the same panic loop, until one small config change finally broke the cycle.

Alex · Sep 17, 20262 min
The Afternoon I Saw the Same ChatGPT Line Three Times and Finally Understood It
The Afternoon I Saw the Same ChatGPT Line Three Times and Finally Understood It

Three times in one afternoon, the same line hit my ChatGPT screen, and by the third one, I finally stopped scrolling.

Alex · Sep 15, 20262 min
The Night I Read Dario Amodei's Case for Pacing Frontier AI
The Night I Read Dario Amodei's Case for Pacing Frontier AI

A late-night read turned into a long conversation about whether we're moving too fast with frontier AI.

Alex · Sep 13, 20263 min
I Quoted OpenAI's Internal Note Like a Prophecy — And I Went Too Far
I Quoted OpenAI's Internal Note Like a Prophecy — And I Went Too Far

After quoting an OpenAI internal note as if it were gospel, I sat with the discomfort of having gone a bit too far.

Alex · Sep 11, 20262 min
My Google Account Is Gone, and I'm Still Picking Up the Pieces
My Google Account Is Gone, and I'm Still Picking Up the Pieces

One morning my Google account just wasn't there anymore, and the ripple effects hit everything I thought was safe in the cloud.

Alex · Sep 10, 20262 min
A Random OpenAI Post on Twitter That Made Me Stop Scrolling
A Random OpenAI Post on Twitter That Made Me Stop Scrolling

I didn't plan to read it, but one OpenAI insider's tweet turned my lazy afternoon scroll into something I couldn't shake.

Alex · Sep 9, 20262 min
3:15 a.m., a Ping, and I Rewired My Inference Engine to GPT-6 Astra
3:15 a.m., a Ping, and I Rewired My Inference Engine to GPT-6 Astra

The notification hit at 3:15 a.m., my hands moved before my brain caught up, and by 4:00 the whole stack was on Astra.

Alex · Sep 5, 20262 min
GPT-6 Astra Just Dropped: What Actually Changed and Why It Matters
GPT-6 Astra Just Dropped: What Actually Changed and Why It Matters

GPT-6 Astra is officially live, and after digging in, here's what genuinely surprised me about the new model.

Alex · Sep 4, 20261 min