January 16, 2026

11 articles from this day

Building A Multi-Account Walkthrough System That Supports MyLanguage and Pine Strategy Language Based on FMZ

Build a multi-account walkthrough system for MyLanguage and Pine scripts using a Leader-Subscriber architecture. This approach enhances trading strategy flexibility and scalability, allowing for efficient, synchronous trading across multiple accounts while minimizing API request risks.

Dev.to AI-Assisted Coding code javascript product

I Built a Real-Time HackerNews Trend Radar With AI (And It Runs Itself)

A real-time trend radar for HackerNews leverages an LLM to extract structured topics from threads and comments, enabling instant querying of trending topics. This system, built on CocoIndex and Postgres, allows developers to track emerging technologies and discussions efficiently across various platforms.

Dev.to Building AI Products programming building-ai-products python

Show HN: Reversing YouTube’s “Most Replayed” Graph

Reversing YouTube's 'Most Replayed' graph involves designing a model to accurately track video segment views using boolean and frequency arrays, ultimately optimizing performance through a Difference Array technique. This approach highlights the importance of efficient data handling in real-time analytics for scalable systems.

Hacker News Open Source Drops startup

Solving Azure Authentication for Crossplane: Three Real-World Scenarios

Implementing Azure authentication for Crossplane using Workload Identity Federation enhances security and simplifies management across various environments. This article details three practical scenarios—local development, CI/CD pipelines, and production setups—providing configurations and code snippets for seamless integration.

Dev.to Dev Tooling & DX azure kubernetes eks

Building an AI Chatbot That Answers Questions Using Private Data (RAG Overview)

Building an AI chatbot using Retrieval-Augmented Generation (RAG) enhances response accuracy by integrating private data retrieval with language model generation. This approach addresses common pitfalls of prompt-only chatbots, ensuring reliable answers for internal tools and customer support applications.

Dev.to Building AI Products building-ai-products rag chatbots

Handling Tech Debt while Shipping Features

Effectively managing tech debt while delivering features requires prioritization, planning for interruptions, and proactive problem-solving. Implementing frameworks like RICE scoring and the Superman rotation can enhance team productivity and reduce context switching, leading to a healthier codebase and development process.

Dev.to AI-Assisted Coding codequality discuss softwaredevelopment

My Gripes with Prolog

Prolog's limitations, such as lack of standardized strings, absence of functions, and confusing control flow constructs, hinder its usability. The author contrasts these issues with alternatives like Picat, emphasizing the need for better design choices in logic programming languages to enhance developer experience.

Hacker News AI-Assisted Coding startup

Show HN: Gambit, an open-source agent harness for building reliable AI agents

Gambit is an open-source framework designed to build reliable AI agent workflows by composing small, typed 'decks' with clear inputs and outputs. It enhances orchestration by allowing local execution, debugging, and observability, making it easier to manage LLM interactions and reduce errors.

Hacker News AI Agents & Tool Use startup

Building an agentic memory system for GitHub Copilot

Developing an agentic memory system for GitHub Copilot enhances its ability to provide context-aware code suggestions, improving developer productivity and code quality. This innovative approach leverages machine learning techniques to create a more intelligent and responsive coding assistant.

GitHub Blog AI Agents & Tool Use ai-ml github-copilot agentic-memory

Gootloader now uses 1,000-part ZIP archives for stealthy delivery

Gootloader malware employs a sophisticated method of using 1,000-part ZIP archives to evade detection, leveraging malformed structures that crash common analysis tools. Researchers recommend changing default JScript file handlers and blocking specific executables to mitigate risks associated with this stealthy delivery mechanism.

Bleeping Computer Dev Tooling & DX dev-tooling-dx

When protections outlive their purpose: A lesson on managing defense systems at scale

Managing defense systems at scale requires ongoing lifecycle management to prevent outdated protections from blocking legitimate users. GitHub's experience highlights the importance of observability and active maintenance in defense mechanisms, ensuring that temporary mitigations do not become technical debt over time.

GitHub Blog Building AI Products engineering infrastructure developer-experience