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 Developers to help deliver full‑stack products that bring operational automation and domain intelligence to teams (full-stack, agents, RAG, data pipelines, business dashboards).

You’ll need experience in software engineering, proficiency in Python, Ruby, SQL, JavaScript, full‑stack frameworks (Rails, Flask/Dash, etc.), AI toolkits (OpenAI API, LangChain, LlamaIndex, vector stores, RAG pipelines), and experience with agentic development practices. Canadian work authorization and relocation to Calgary is required.

Reach out through link in bio. No recruiters please.

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

I think the current valuations imply at least 2 magnitudes of improvement over existing functionality.

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 uncertainties - and it’s quite exciting.

We are also hiring - AI+Full Stack https://cenovus.wd3.myworkdayjobs.com/en-US/careers/job/Seni...

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 gracefully increase reliability?

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 generated by agents (which would fall under 1.0)

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. Would be great to connect https://shorturl.at/xdOee

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