i see you are only using vector search; many solutions for memory involve some combination of vector search and/or graphs (mem0, zep, cognee, etc). have you compared against these?
Definitely going to incorporate graph's in the near future. Connectivity to business apps is I think a core differentiator the other products dont have -- but planning to iterate to what is useful and valuable
SEEKING WORK | Sofia, Bulgaria (Europe) | Remote/Worldwide
Location: Sofia, Bulgaria
Pragmatic, curious, and hardworking software engineer with 2.5 years of professional experience ranging from seed-stage to F100 companies. I'm originally from the US and recently relocated to my family's home country, Bulgaria. I love working with teams across business, product, & tech to develop solutions bringing tangible business impact. Referrals available upon request.
I am a product-minded full-stack engineer with ~2 YoE, currently working on payments infrastructure at an F100 company. I've worked at startups and enjoy being involved in the business beyond coding. I've recently been experimenting with MCP (Model Context Protocol) and would love to talk if you're building in that space. Hoping to make something useful with like-minded people.
Open to full-time roles (preferred) and contract work.
I think we can agree humans tend to see reducing suffering as a good thing, and that people who we believe have caused suffering are viewed with disdain. With that in mind, here's a framework: "given two choices, is there a choice that 1) reduces suffering, and 2) is not prohibitively expensive (or in some other way too difficult to make)". "Too difficult" or "too expensive" is obviously subjective, but I don't think having objective definitions is necessary here.
An analogy that I like to illustrate this is: going shopping for clothes vs going shopping for food. Both tend to have ethics attached to them, e.g. with child labor for production of clothing, and slaughtering of animals for production of food. If you walk into a store to buy new clothes, and there are 2 sections of the store, 1 for clothes that were produced using child labor, and 1 for clothes that weren't, and both sections had clothes of the same price and quality, the decision of which section to shop in is very logical. This is how I see going shopping for food- you have sections for food that were produced using factory farming, and sections for food that weren't. Both sources of food are the same price and quality. So the decision to make about which source of food to buy is, again, a logical one. It's also a decision that most people in the developed world have to make every week, at least people who live in cities and do their shopping at grocery stores.
While we unfortunately don't have visibility into whether our clothing is produced with child labor, many of us do know if our food comes from factory farms. In the US, the estimate is that over 95% of meat sold in grocery stores is factory-farmed. Why make the decision to buy that if you could easily avoid it?
Because people lie to make money and keeping up with everything is exhausting. Free-range is a term regulated by the FDA but who knows the last time a regulator came by and checked the farm that the chicken came from? How do you tell the difference between a farmer that actually cares and is doing their best to be free range, and a farmer that's doing the bare minimum to meet that regulated standard when you're in the supermarket looking at a package? Is there a difference between meeting the minimum because you really care about chicken vs meeting the minimum because you care more about money? Why is the minimum in the regulation set at that level?
But more unfortunately though, they're not the same price and quality. Whole Foods is called Whole Paycheck for a reason. I can get cheaper food from a different store that's good enough.
Sorry, when I was comparing the foods, I was talking about meat versus plant-based foods. The point I was trying to make is that buying plant-based can be framed as a logical decision.
I'm a product-minded full-stack engineer with ~2 YoE, currently working on payments infrastructure at an F100. I've worked at startups and enjoy being involved in the business beyond coding. I've spent lots of time working with LLMs over the last couple years, and I'm lately interested in how we can improve existing infrastructure for LLM-integrated apps (e.g. sandboxing code that LLMs generate).
Open to full-time roles and contract work, and since I'm planning to relocate to Eastern Europe I have flexiblity on pay. Mainly just looking to work on interesting and challenging problems.
