Viewing profile — tamersalama

Cenovus Energy Inc. | Senior Software Engineer | Full‑Time | ONSITE | Calgary, Alberta, Canada | Relocation Support | https://cenovus.wd3.myworkdayjobs.com/careers/job/CA-AB-Calg..…

Would love to hear more (private is OK)

Cenovus Energy Inc. | Senior Software & AI Engineer | Full‑Time | ONSITE | Calgary, Alberta, Canada | Relocation Support We are hiring experienced Senior Software Engineer and AI D…

Are the AI capabilities tapering-off, or commoditized? Building the next Windsurf (iteration 0) doesn't feel it's quite niche anymore.

This goes against the grain - but I’m starting to reimagine enterprise & manufacturing workflows using AI. Very good leadership support, small (but great) team, huge mandate and un…

I love the article & the protocol. However, MCP reminded me (somewhat) of microservices & SOA. Are we creating failure vectors nightmare? Or, is it, because of agents, we can grace…

How I understood it is that natural language will form relatively large portions of stacks (endpoint descriptions, instructions, prompts, documentations, etc…). In addition to code…

Windsurf feels more organic. Context size will likely still be a problem.

I'm curious about your approach and the nature of those industrial apps. Is it more of recommender agents accessing available sources (through URIs) - or more like explainers. Woul…

Will LLM be as transformative to businesses and workflows in large organizations (manufacturing, finance, biochem, agriculture, etc…) similar to what email and the internet were?

I see that the market strength of RAG-based solutions is in internal (proprietary) repositories of data. I built a small one for publicly accessible documents but the models (or mo…

Back in the day, I remember an application that 'analyzed' websites for their Rails hallmarks. I don't know if Rails apps are as distinct nowadays.

Take that RAG parser

I'm currently listening to "Endurance: Shackleton's Incredible Voyage by Alfred Lansing". I've also heard of some of the arguments against Shackleton (I haven't watched the talk). …

How is this built? What'd be the approach if I'd like to achieve similar results against proprietary data. References article speak of RAG and RIG - but I wonder if they factor int…