Alex

Engineer by trade. Curious by nature. Building systems, breaking assumptions, learning how humans and machines think. Building DATAMIMIC and ArchKeel

[Alex @Ake2l]

@Corporate_CJP Is it only about the work is not done ... Or is it also about , someone like to talk? 😊

[Alex @Ake2l]

@yesadok @sherifgjini 🤣

[Alex @Ake2l]

Maybe we're approaching AI engineering backwards.

Humans aren't deterministic either. We change our minds, contradict ourselves, and often don't know what we want until we see it.

What if AI could figure out what we need better than we can specify it?

Would we dare let go?

[Alex @Ake2l]

@AnthropicAI Yeah nice, facing a problem and solving it 👍🏻.... But I guess for most people, companies, projects out there, git is still the better choice 😊

[Alex @Ake2l]

@elonmusk The real split isn't process vs. progress. It's process that enables progress vs. process that avoids decisions. Governments often reward the second.

[Alex @Ake2l]

@Corporate_CJP @sherifgjini 🙌🏻😊

[Alex @Ake2l]

@sherifgjini I prefer a tool and model agnostic approach, so far , I am pretty satisfied and it's working well

[Alex @Ake2l]

Everyone's posting fancy agent graphics. Here's ours, built from git history and agent logs.

DATAMIMIC CE refactoring: 175 commits, 1,886 file changes, 23 → 9 package groups.

80 sub-agents in the last 5 days. 55 of them did nothing but verify.

Most agents checked. Few wrote.

[Alex @Ake2l]

@ohdearlordylord @grok Can you break this down for someone new to the topic?

What exactly am I looking at? How was this graphic created, and what data or assumptions drive it?

What are the main benefits, limitations, and trade-offs?

Keep it simple, practical, and objective. No hype.

[Alex @Ake2l]

@coryalthoff Everywhere obviously... Just vibe coded another trading platform with super fancy gif execute automatic trading ... Making 6.846.467,09 💲 per day with magic data and beautiful visualization, only took me 2 h and the wish for getting rich , super fast

[Alex @Ake2l]

@Saanvi_dhillon I guess it's a good editor , use it , but most projects have python stack and I still like the Jetbrain products , maybe it's i am a bit nostalgic, like to feel close to the code 😁

[Alex @Ake2l]

@0xPrajwal_ Then let's us all give it a try and see how good it is in real ... But I heard not available for public 😉

[Alex @Ake2l]

@sherifgjini I feel ai is expensive.. and it is si now 😉

[Alex @Ake2l]

@anah_sahh Is it ? ... do you outsource thinking to the AI ? Or do you use it as sparing partner and think accelerator ?

[Alex @Ake2l]

@SidharthVijay_ When you say Astra ... but the old one ;) ... i would be astra , otherwise i guess opus 5.5 is the better choice

[Alex @Ake2l]

@AdityaJhajhar12 I like the Astra light a lot 🤣 ... Looks like a cool way of horse dancing

[Alex @Ake2l]

@Taniyatweets_ First prompt: "Oh my God, this is magic." 60 billion tokens and 3 weeks of real data and real use cases later: the solution finally becomes useful.

[Alex @Ake2l]

@YashHustle_22 Vibe coding was driving fast to nowhere. Next wave: the navigation system. Architecture, tests, checks.

[Alex @Ake2l]

@jpschroeder First prompt is always most impressive ... but the outcome mostly only look good ... the real work and cost of token is coming after