Software Engineering

Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

how I’ve built a self-hosted, end-to-end platform that provides each user a private, agentic chatbot that may autonomously search through only the files that the user explicitly allows it to access. In other words:...

MIT researchers propose a brand new model for legible, modular software

Coding with large language models (LLMs) holds huge promise, nevertheless it also...

AI Engineering and Evals as Latest Layers of Software Work

look quite the identical as before. As a software engineer within the AI space, my work has been a hybrid of software engineering, AI engineering, product intuition, and doses of user empathy. With a...

Reducing Time to Value for Data Science Projects: Part 4

series in reducing the time to value of your projects (see part 1, part 2 and part 3) takes a less implementation-led approach and as an alternative focusses on the perfect practises of...

Can AI really code? Study maps the roadblocks to autonomous software engineering

Imagine a future where artificial intelligence quietly shoulders the drudgery of software...

Software Engineering within the LLM Era

engineering space, debates about whether using LLMs in coding is or a foul idea are raging. On the extremes, there are some individuals who think that any use of LLMs in coding...

The Shape‑First Tune‑Up Provides Organizations with a Means to Reduce MongoDB Expenses by 79%

TL;DR SaaS woke as much as a silent auto‑scale from M20 → M60, adding 20 % to their cloud bill overnight. In a frantic 48‑hour sprint we: flattened N + 1 waterfalls with $lookup , tamed...

Forget About Cloud Computing. On-Premises Is All of the Rage Again

Ten years ago, everybody was fascinated by the cloud. It was the brand new thing, and firms that adopted it rapidly saw tremendous growth. Salesforce, for instance, positioned itself as a pioneer of this...

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