Kaggle now allows developers to create and run AI benchmarks from their local development environment, accelerating AI model evaluation and testing.
Why it matters
Kaggle's local development update for Benchmarks is a significant advancement in AI model evaluation, enabling faster and more intuitive testing and validation of AI models.
Community talk
Github Copilot finally supporting custom endpoints
Microsoft Aion 1.0 Instruct and Aion 1.0 Plan models!
Free AI Agent Security Assessment
PSA: Gemma 4 12B is NOT completely broken for coding and tool calling, you need a special chat template
What are the most powerful underground AI tools that no one talks about enough?
BeeLlama v0.3.1 – latest llama.cpp with extras! DFlash, MTP, q6_0 cache, TurboQuant. Single RTX 3090: Qwen 3.6 27B & Gemma 4 31B up to 177.8 tps (4.93x over baseline)
We built a desktop study app around Codex CLI as the local AI runtime
spent way too long debugging RAG before realizing the chunking was the problem the whole time
Claude Code changed how I think about dev workspaces
Llama Studio v0.2.0
Choosing the right home for OpenRouter: VS Code (Continue.dev) vs. OpenCode?
More usage/value in Xcode: $20/month subscription or $20 in API usage credits?
My open source local multi agent harness went from 0 to 350 stars in one day here to tell that it’ll keep working after 15 June
People regularly hitting Codex rate limits: what's using it all up?
Coding agent built as developer-driven workflows — human-in-the-loop, hybrid search, editable context
Ouroboros: Never assume the user has a car, keys, or money again
I accidentially leaked an API key and a bot found it. What is going on here?
Has anyone measured the real cost difference between always-frontier vs routing to efficient models per task?
How to stop chatgpt from generating images when I need only text?
GPT-Image-1-mini is being deprecated
An elegant prompting technique from Anthropic's Amanda Askell that changes how you learn complex concepts
The folder setup that made Claude Projects pointless for me (steal it).
i evaluated OpenRouter vs Concentrate.ai vs Portkey vs LiteLLM for our llm gateway. an actual comparison.
Claude didn't have a conversation navigator, so I built one
I Tested 5 pdf parsers on 200 financial documents, honest results (not academic pdfs)
I had Opus 4.8 build Temu League of Legends in under a day - I call it LMAO
What does your agent do when a payment call times out and you can't tell if it went through?
Can an AI meaningfully build and improve the tools it runs inside? I spent a while trying to find out.
Claude Code Prompt Improver v0.6.0 - declarative nudge engine
I made a plugin that turns your projects into clickable dock apps
Long Claude chats slowly get worse - slower, repetitive, forgetful. Here's the "context handoff" trick that resets it without losing anything (prompt inside)
Limit reset for 5 million Codex users.
How do you make agentic applications prod-ready?
Google Keep meets Pinterest for LLM prompts → I built a pad to discover, save, and run them (feedback?)
What's your process for catching prompt failures before they reach users?
Hackers are exploiting a critical WordPress form plugin flaw to take over websites
What happens when you let Claude choose variable names
The two changes that improved LLM responses and resulted in quality code
forgetting to trim the conversational ai intro text before pushing to production be like
I made really fantastic prompt😄. It exports the whole chat (lossless) context for another ai to continue the chat. Summary version also there.
What's the most useful AI prompt you've discovered this month?
Claude min token prompt skill cost
Attention is all you need, ADHD is all I have 😭
Half my prompt testing time was going to API key management, not actual testing
Stable Diffusion system prompt strategies that actually improve consistency?
Cloud Agents just exploded in usage
3 years perfecting this system prompt