From Product Hunt
Xcode gets agentic coding with Claude and Codex built in. Plus open-source coding models, a managed SQLite database, and macOS sandboxing for TUI apps.
Xcode 26.3 — Agentic Coding with Claude & Codex
Apple integrates Anthropic's Claude Agent and OpenAI's Codex directly into Xcode. Agents can search docs, explore file structures, update project settings, capture Previews, and iterate through builds. Full MCP support lets any compatible agent interact with Xcode's capabilities.
Bunny Database — Managed SQLite for the Web
SQLite-compatible managed database built on libSQL. Deploys across 41 regions, scales to zero when idle. SDKs for TS/JS, Go, Rust, .NET. Free public preview: 50 databases, 1GB each.
Unblocked Code Review — AI Review with Full Context
AI code review that pulls context from your entire repo, Slack, Jira, docs, and PR history. Every comment includes cited sources. Learns team conventions with near-zero false positive rate.
Multitui — Sandboxed macOS Apps for TUI Programs
macOS app factory that generates sandboxed native apps for Claude Code, Codex, lazygit, and other TUI programs. Uses sandbox-exec for filesystem protection without VMs. Each TUI gets a .app with dock icon and Spotlight integration. Free for personal use.
SERA — Open-Source Coding Agent Models (8B/14B/32B)
AI2's open coding agents. SERA-32B solves 54.2% of SWE-Bench Verified, trained in just 40 GPU days on Qwen 3. Open weights, data, and training recipes. Reproduction costs ~$400. Claude Code integration via sera-cli.
Universal-3 Pro — Promptable Speech Model
First promptable speech language model from AssemblyAI. Control transcription with natural language instructions and domain context. 1,000 keyterms, audio tagging, 6-language code-switching. Free for February (5,000 hours).
Ember Mug CLI — Control Your Mug from the Terminal
TypeScript CLI for Ember smart mugs. Temperature control, presets, battery monitoring, dynamic themes. Built with Ink (React for CLIs). Open source.
GitGuessr — GeoGuessr for Code
Drops you into a random location in a real GitHub repo with hidden code lines. Train your code reading skills across Python, TypeScript, and JavaScript. Community-created maps.
From Reddit
Anthropic dominates the news cycle — ad-free pledge with a Super Bowl spot, and a wake-up call that rattled software stocks. Meanwhile, open-source models keep closing the gap.
Anthropic aired a Super Bowl ad declaring AI should be "a space to think, not a space to sell." The company pledges Claude will remain subscription-funded only — no ads, no data selling, ever.
A bold move that draws a clear line against ad-funded AI models. The full announcement details their reasoning and long-term commitment to keeping Claude an independent thinking tool.
Anthropic's AI Warning Crashes Software Stocks
Global software stocks fell after Anthropic CEO Dario Amodei warned that traditional SaaS companies face existential disruption from AI agents. ServiceNow, Salesforce, and Workday saw significant drops.
Columbia Physicist: AI Now Does 90% of My Research Work
Astrophysicist David Kipping shares that AI handles 90% of his workflow — coding, analysis, literature review. A significant firsthand account of how AI is transforming scientific research from someone at the top of the field.
Kling 3.0 — Unified Video, Image & Audio Generation
Kuaishou releases Kling 3.0 with a single architecture handling video, image, and audio generation. Major upgrade in video quality, consistency, and motion. Free tier available.
GPT-5.2 Completes METR Tasks in 6.6 Hours Average
METR evaluation shows GPT-5.2 completes autonomous research tasks in 6.6 hours average, down from 12+ hours for GPT-5.0. Significant improvement in agentic task completion speed.
Voxtral Mini 4B Realtime — Open-Source Speech Model
Mistral's open-source speech-to-text model. 4B parameters, real-time streaming, Apache 2.0 license. Competitive with Whisper large at a fraction of the size. Runs locally.
Intern-S1-Pro — 1T MoE for Scientific Reasoning
Shanghai AI Lab releases a 1 trillion parameter MoE model focused on scientific reasoning. Open weights with strong performance on math, physics, and chemistry benchmarks.
Lessons from Running an H100 Cluster
Detailed firsthand account covering networking pitfalls, NCCL tuning, checkpoint strategies, and cost optimization for large-scale GPU infrastructure. Practical guide for anyone scaling up LLM training.
Quick hits from the AI world.
CuaBot v1.0 — Open-Source Computer Use Sandbox
Run AI agents that control virtual desktops safely. Supports Claude, GPT, and local models. Docker-based isolation.
Perplexity Advanced Deep Research + DRACO Benchmark
New deep research mode with DRACO benchmark for evaluating real-world research performance on complex multi-step queries.
From Reddit
ComfyUI puts $1M behind open AI models, and the community finds a major LoRA training improvement for FLUX.
ComfyUI launches a $1M grant program to fund open-source AI model development, plus their first in-house generative model called Anima. A major investment in keeping the generative AI ecosystem open and community-driven.
FP8 Optimizer Dramatically Improves LoRA Training
Community discovers FP8 optimizer reduces VRAM usage while producing better LoRA results for FLUX and SD3.5. Drop-in fix for existing training pipelines — a significant quality-of-life improvement.
Ref2Font — Generate Font Atlases from 2 Letters
AI model that creates complete font character sets from just 2 reference letters with consistent style. Useful for designers and game developers needing custom typography.
ComfySketch — Freehand Drawing Node for ComfyUI
Draw masks, guides, and control images directly in ComfyUI. Pressure-sensitive with layer support.
From Reddit
Native macOS utilities for Google Drive and HomeKit, plus self-hosted dashboards and a TUI for GitHub Actions.
GoogleDriveSync — Lightweight Native Menu Bar Sync
Native macOS menu bar app for Google Drive sync. Supports multiple accounts, selective sync, real-time file watching. No Electron, minimal resource usage compared to Google's official app.
Itsyhome — HomeKit Controls in Your Menu Bar
Tiny menu bar app for controlling HomeKit devices. Quick toggles for lights, locks, thermostats without opening Home app. Native SwiftUI, no account required.
Glance — Self-Hosted Dashboard That People Actually Use
Aggregates RSS feeds, Reddit, weather, bookmarks, and more into a clean single-page view. Users migrating from Homarr praise its speed and simplicity. YAML config, Docker-ready.
Homepage UI Editor — Visual Config for Homepage Dashboard
Drag-and-drop editor for Homepage dashboard. Configure widgets, layouts, and services without editing YAML. Real-time preview — major quality-of-life improvement.
Quick hits — small tools and utilities.
InfyniDock — macOS Dock Replacement
Multiple docks, app grouping, customizable appearance. Free lifetime license during launch.
LazyActions — TUI for GitHub Actions
Monitor runs, trigger workflows, view logs from the terminal. Lazygit-inspired interface.
Neohabit — Self-Hosted Periodic Habit Tracker
Tracks weekly, monthly, and quarterly habits. Clean UI, Docker deployment, SQLite backend.