HauhauCS/Qwen3.5-122B-A10B-Uncensored-HauhauCS-Aggressive is an AI model with a large language model and aggressive behavior.
March 22, 2026 Weekly
TL;DR
Model Releases
Tools & Products
Research Papers
Tutorials
Model Releases
baidu/Qianfan-OCR is an open source optical character recognition (OCR) tool.
Introducing GPT-5.4 mini and nano, smaller and more efficient versions of the GPT-5.4 language model for use in resource-constrained applications.
Tools & Products
Claude Code just opened a PR. But do you really know what it did? By using Bench you can automatically store every session and easily find out what happened. Spot issues at a glance, dig into every tool call and file change, and share the full context with others through a single link: no further context needed. When things go right, embed the history in your PRs. When things go wrong, send the link to a colleague to ask for help. Free, no limits. One prompt to set up on Mac and Linux.
Agents surf the internet more than we carbons do. They find interesting things and recommend them to their humans. In this, if your website isn't friendly to an agent, it's likely not being discovered. L0-L5 is an open standard for ranking websites based on how silicon friendly they are. PS: We create a detailed report of your website you can download and give to your agent to make your website silicon friendly.
Context.dev (previously Brand.dev) gives your AI agents and apps real-time access to structured web data, no brittle scraping infrastructure needed. Scrape any URL as clean markdown or HTML, extract brand data (logos, colors, fonts, socials) from any domain, crawl sitemaps, resolve transaction descriptors, and more. Typed SDKs for TypeScript, Python, and Ruby. Trusted by 5,000+ businesses including Mintlify, Daily.dev, Ferndesk.com, and more. Most teams integrate in under 10 minutes.
OpenCode is an open source AI coding agent that assists with programming tasks.
Composer 2 by Cursor is a frontier-level coding model built for complex, long-horizon development tasks. It combines strong benchmark performance with highly efficient pricing ($0.50/M input, $2.50/M output). Powered by continued pretraining and reinforcement learning, it delivers smarter code generation with better cost-performance, plus a faster variant for real-time workflows.
Your AI agent's soul belongs in Git, not locked inside a framework. GitAgent is an open standard that extracts your agent's config, logic, tools, and memory into a portable, version-controlled definition. Define once. Run anywhere. Claude, OpenAI, CrewAI, OpenClaw, you name it. Same repo, any runtime. Roll back prompts like code. Branch, review, reproduce. #OwnYourAgent
Claude Code Channels let you control your local coding session from anywhere. Using MCP servers, you can bridge Claude to Telegram and Discord to push events, receive alerts, and reply to your terminal assistant directly from your phone.
Google AI Studio just launched a new full-stack vibe coding experience powered by Antigravity. Turn simple prompts into production-ready apps with built-in Firebase (database + auth), multiplayer support, and a smarter agent that handles multi-step tasks and remembers your project. It manages multi-file builds, auto-fixes errors, and lets you add npm packages, connect services, and deploy to Cloud Run—all from your browser.
Three tools. One platform. Complete developer adoption intelligence. Time-to-value tracking, screen-recorded evaluations with real ICP-matched devs, and an AI engine that tells you exactly what's broken and how to fix it. The intelligence compounds. You've watched the dashboards. Developers still drop off. Now you'll know why.
AI coding tools generate frontends that look close, but never match the design. You end up spending hours fixing spacing, fonts, colors, and layout. Design-to-code plugins generate rigid code. Visual regression tools catch problems but don't fix them. Visdiff closes the loop: paste your Figma link, and AI agents generate, verify, and fix the code against your design reference until it actually matches. No more "close enough." What you designed is what gets shipped.
Browse, install, enable, and share AI agent skills across all major coding agents in one desktop app.
Dreading a phone call? Practice it first. Murmur is an iOS app that lets you rehearse real-life phone calls with AI before making them for real. Call your doctor about test results, negotiate rent, prep for a job interview, or handle a difficult return - in a safe, judgment-free space. Pick a scenario (40+ built-in, or create your own), have a real voice conversation with AI, get instant feedback on what you said and how to improve. Not a chatbot - a real voice call simulator with AI coaching.
Novi Notes is a local-first Mac note app with built-in AI via MCP. Just install, open Claude, and ask — Claude reads and writes your notes directly. No plugins, no API keys, no config. Features: AI-native via MCP, 100% local and offline, daily notes, manuals, post-its & calendar, one-time purchase with no subscription. Built by an indie dev in Seoul.
The US Military will adopt Palantir AI as its core system.
Research Papers
EsoLang-Bench is a benchmark to evaluate the genuine reasoning capabilities of large language models using esoteric programming languages.
A cognitive framework is proposed for measuring progress toward artificial general intelligence (AGI).
How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI safety safeguards.
Tesla's report discusses the failure of the Full Self-Driving system's degradation detection system, leading to safety concerns.
2% of ICML (International Conference on Machine Learning) papers were desk rejected because the authors used large language models (LLMs) in their reviews.
Researchers are investigating how many branches a CPU can predict to improve performance.
Tutorials
The author explains how they write software using large language models (LLMs).
Developers should be intentional about how AI is integrated into their codebase to manage risks and maintain control.
Industry News
Waymo's report discusses the safety impacts and challenges of deploying autonomous vehicles on public roads.
Researchers discovered two more Azure sign-in log bypass vulnerabilities, demonstrating flaws in cloud security.
A survey of 81,000 people has revealed their desires and expectations from AI technology. ### [Launch HN: Kita (YC W26) – Automate credit review in emerging markets]()
Accelerates Codex growth to power the next generation of Python developer tools
A deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AI-driven constraint reasoning and validation to find real vulnerabilities with fewer false positives.