Signals

A developer's journey from serverless architecture to traditional servers, highlighting improved performance, cost savings, and reduced complexity in managing large file uploads and other limitations.

This video provides an overview of AI engineering from Chip Huyen's book, covering foundation models, prompt engineering, RAG, fine-tuning, agents, and system building for high-salary careers in this booming field.

A Hacker News discussion explores how AI tools identified suspicious code in the curl library, highlighting the value of LLMs for code review over code generation, and debating automation's role in creative vs. mundane tasks.

Exploring the concept of 'good taste' in software engineering through Hacker News discussions, focusing on flexibility, learning from diverse codebases, and effective mentoring techniques for juniors.

This SWISH notebook demonstrates encoding legal rules using SWI-Prolog and s(CASP), featuring Rule 34 of Singapore's Legal Profession Rules to explore defeasibility and argumentation in computational law.

Despite widespread adoption of generative AI in workplaces, most organizations see no measurable ROI due to low-quality 'workslop' output that fails to deliver real value, highlighting the need for better integration strategies.

DeepAnalyze-8B is an innovative 8B-parameter agentic LLM that automates the full data science pipeline, from raw data to deep research reports, using curriculum-based training and trajectory synthesis to outperform larger proprietary models.

Strategies for effective leadership when managing teams of highly skilled technical experts and senior engineers.

Why microservices architecture often hurts early-stage startups more than it helps, and when the complexity trade-offs actually make sense.

A Columbia CS student built an AI tool that helps candidates cheat in coding interviews, sparking debate about fairness and the future of technical hiring.