ContentPosts from @kala..
 Activity
@kala added a new tool Vertex AI , 4 months ago.
 Activity
@kala added a new tool Gemini 3 , 4 months ago.
News FAUN.dev() Team
@kala shared an update, 4 months ago
FAUN.dev()

GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation

GitHub Copilot GPT-5.2

OpenAI unveils GPT-5.2 for GitHub Copilot, enhancing software engineering with improved long-context reasoning and UI generation, integrated with Microsoft Azure and NVIDIA.

GitHub Copilot Adds GPT-5.2 With Long-Context and UI Generation
News FAUN.dev() Team
@kala shared an update, 4 months ago
FAUN.dev()

GPT-5.2 Quietly Beats Human Experts at Knowledge Work

Azure GPT-5.2

OpenAI releases GPT-5.2, enhancing professional tasks with improved speed and cost-effectiveness, now available for paid users in ChatGPT and via API.

OpenAI unveils GPT-5.2, the most advanced frontier model for professional work and long-running agents
 Activity
@kala added a new tool GPT-5.2 , 4 months ago.
Link
@kala shared a link, 4 months, 2 weeks ago
FAUN.dev()

How I Built a 100% Offline “Second Brain” for Engineering Docs using Docker & Llama 3 (No OpenAI)

Senior Automation Engineer built an offline RAG system for technical documents using Ollama, Llama 3, and ChromaDB in a Dockerized microservices architecture. The system enables efficient retrieval and generation of information from PDFs with a streamlined UI. The deployment package, including compl.. read more  

Link
@kala shared a link, 4 months, 2 weeks ago
FAUN.dev()

How to Evaluate LLMs Without Opening Your Wallet

A new mock-based framework lets QA and automation folks stress-test LLM outputs - no API calls, no surprise charges. It runs entirely local, usingpytest fixtures, structured test flows, and JSON schema checks to keep things tight. Test logic stays modular. Cross-validation’s baked in. And if you nee.. read more  

Link
@kala shared a link, 4 months, 2 weeks ago
FAUN.dev()

I tested ChatGPT’s backend API using RENTGEN, and found more issues than expected

A closer look at OpenAI’s API uncovers some shaky ground: misconfiguredCORS headers, missingX-Frame-Options, noinput validation, and borkedHTTP status handling. Large uploads? Boom..crash!CORS preflightrequests? Straight-up denied. So much for smooth browser support... read more  

I tested ChatGPT’s backend API using RENTGEN, and found more issues than expected
Link
@kala shared a link, 4 months, 2 weeks ago
FAUN.dev()

1,500+ PRs Later: Spotify’s Journey with Our Background Coding Agent

Spotify just gave its internal Fleet Management tooling a serious brain upgrade. They've wired inAI coding agentsthat now handle source-to-source transformations across repos - automatically. So far? Over 1,500 AI-generated PRs pushed. Not just lint fixes - these include heavy-duty migrations. They'.. read more  

1,500+ PRs Later: Spotify’s Journey with Our Background Coding Agent
Link
@kala shared a link, 4 months, 2 weeks ago
FAUN.dev()

Writing a good CLAUDE.md

Anthropic’s Claude Code now deprioritizes parts of the root context file it sees as irrelevant. It still reads the file every session, but won’t waste cycles on side quests. The message to devs: stop stuffing it with catch-all instructions. Instead, use modular context that unfolds as needed - think.. read more  

Writing a good CLAUDE.md