Joined July 2020
- Tweets 154
- Following 17
- Followers 46
- Likes 581
16 Photos and videos
Are you a fan of vendor lock-ins? What if the llm model changes and it's no longer accessible?
It's time to keep memory management layers separate.
I really like Tomaz Bratanic's article on harnessing hooks in Neo4j so you own your solution forever.
towardsdatascience.com/unifi…
2
4
466
We’re rushing to push unpredictable AI systems into production. and then burning twice the time and money containing the damage. That’s not progress, it’s poor discipline.
Before we scale machines that mimic intelligence, we need to raise the bar on our own: better judgment, stronger engineering rigor, and clearer accountability. Otherwise, we’re just automating chaos.
venturebeat.com/technology/f…
2
5
409
If you don’t understand the data, the problem, and the failure modes, AI won’t save you. It will just help you be wrong faster.
Last week I vibe-coded an interactive report on top of messy, noisy data.
AI wrote the code.
I did the thinking.
I used NLP for tagging, statistics to cut noise, and visualization to surface the real insights.
The model helped execute.
But without direction, it would’ve gone nowhere.
2
1
7
390
SQL is easy, but good data architecture is hard.
The challenge is not writing queries but understanding a highly complex data model.
How would you go about simplifying data models? Find granularity, define relationships, use indexes and plan for future schemas evolution.
11
37
237
💡 @tlberglund and I talk every day about strategy, priorities, and growing people. But this one’s different. This time, we recorded it. Join us for a candid conversation on the project that turned out to be truly career-defining. 🎙️
3
6
646
The best time to start in ML was 5 years ago.
The second best time is after reading that an LLM solved 5 IMO problems in natural language.
The field just shifted from language generation to reasoning.
Learn to build systems, not just prompts.
6
3
34
2,066
Tech Exceptions retweeted
29 May 2025
Building AI agents? 🤖🤖🤖
You might actually be building microservices.
@AdiPolak is back at the lightboard to explain what an AI agent is, what a modern AI system looks like, and how to architect that system for production using event-driven microservices!
Watch the full video here: cnfl.io/4kHMaiG
Want to learn more about designing multi-agent systems? We've got you covered.
👉 Check out this guide: cnfl.io/3SsV8UP
👉 Tap into these resources: cnfl.io/3PNEfTu
2
7
1,040
Tech Exceptions retweeted
12 May 2025
This great presentation from @AdiPolak about data streaming includes the type of knowledge you want to have before prompting LLMs to build any complex systems.
Ask better questions by first knowing these architectural concepts!
infoq.com/presentations/stre…
2
3
16
1,863
Precision in AI?
In the last couple of years, @QCon has became a home where I come to learn from and connect with the best in the industry.
This year, I was also able to contribute.
Read here infoq.com/news/2025/04/ai-pr…
3
1
9
601
You Don’t Need a PhD to Win with AI.
New blog alert:
🧠 Curious what is MCP?
🧠 How is MCP different from A2A?
🐝 What's BeeAI?
📚Read here to learn more!
open.substack.com/pub/adipol…
1
1
1
380