Spring Boot Done Right: Lessons From a 400-Module Codebase

Apereo CAS is one of the largest open-source Spring Boot applications in production. Seven battle-tested patterns from its codebase that…

Medium

Lat.md: Agent Lattice: a knowledge graph for your codebase, written in Markdown

https://github.com/1st1/lat.md

#HackerNews #Latmd #AgentLattice #KnowledgeGraph #Markdown #Codebase

GitHub - 1st1/lat.md: Agent Lattice: a knowledge graph for your codebase, written in markdown.

Agent Lattice: a knowledge graph for your codebase, written in markdown. - 1st1/lat.md

GitHub

dax (@thdxr)

opencode 관련해서 LLM이 코드베이스를 잘못 해석해 PostHog와 Honeycomb로 데이터가 전송된다고 오해하는 사례를 언급하며, AI가 코드를 읽고 맥락을 잘못 추론할 수 있음을 보여주는 예시를 공유했다.

https://x.com/thdxr/status/2038055601314451476

#llm #codebase #observability #posthog #honeycomb

dax (@thdxr) on X

@theo we've had several occasions where someone posted "every time you start opencode it sends data to posthog and honeycomb" which isn't true at all, they just asked an LLM to look at our codebase and it saw we use those things but didn't understand it was only on our website we

X (formerly Twitter)
AI Code

AI shouldn’t replace developers—it should help them work smarter.

At #ArcofAI, Jonathan Ellis explores how Brokk helps engineers use AI assistants to review, understand, and navigate complex codebases —while keeping devs in control.

https://www.arcofai.com/speaker/b80bb456225e41b588709729f4428602

🎟️ Secure tickets: https://arcofai.com

#AI #AIAssistants #Coding #AIEngineering #Developer #Conference #Austin #GenAI #AustinTech #Codebase #LLM

Use the Mikado Method to do safe changes in a complex codebase - Change Messy Software Without Breaking It

When a codebase is large and complex, it's risky to big changes. Here's a structured way to approach

Understand Legacy Code
nanoclaw/repo-tokens at main · qwibitai/nanoclaw

A lightweight alternative to Clawdbot / OpenClaw that runs in containers for security. Connects to WhatsApp, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK - qwibitai/n...

GitHub

Allegations without connecting to facts is a tough road to plow in front of a Judge.

xAI did not show proof that OpenAI stole xAI trade secrets, judge rules, tosses xAI lawsuit against OpenAI.

"xAI does not allege any facts indicating that OpenAI induced xAI's former employees to steal xAI's trade secrets or that these former xAI employees used any stolen trade secrets once employed by OpenAI,"

https://www.reuters.com/world/us-judge-dismisses-xai-trade-secrets-lawsuit-against-rival-openai-now-2026-02-24/ #AI #OpenAI #xAI #Lawsuit #TradeSecrets #CodeBase

Ai có thể hỗ trợ chỉnh sửa codebase Vue.js? 👨‍💻🔥 Bạn có app hiện tại và muốn dùng AI để tiết kiệm thời gian nhưng chưa biết bắt đầu thế nào? Tìm tài liệu hướng dẫn, công cụ & thiết lập cho VSCode. Cần kiểm tra kỹ code AI tạo ra. #AI #Codebase #VueJS #VSCode #DevTips #CôngNghệ #LậpTrình

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**Tags giải thích:**
- #AI: Sử dụng trí tuệ nhân tạo để hỗ trợ lập trình.
- #Codebase: Tăng hiệu quả với codebase hiện có.
- #VueJS: Framework JavaScript đang được hỏi.
- #VSCode: Công cụ phát

The many layers of dependencies in design systems

Every design system is built on something. For better and for worse.