From Product Hunt
Today's launches were all about giving AI agents real infrastructure — model gateways, browsers, cross-repo memory, always-on VMs — plus a big native animation drop from Figma.
Oxlo.ai — Scale across AI models without scaling your bill
One OpenAI-compatible API to 45+ frontier and open models (Kimi K2.6, DeepSeek V4, Qwen3, Llama, Whisper, SDXL). The twist: flat per-request pricing instead of per-token, which can be 10–100x cheaper for long-context/RAG. Free 60 req/day; Pro $80/mo. Never trains on your prompts.
BrowserAct — Web browser automation for AI agents
A browser layer that gives agents reliable web access: stealth fingerprinting, TLS rotation, residential proxies, auto-CAPTCHA (reCAPTCHA/Cloudflare/DataDome), even human 2FA backup. Reuses your local Chrome profile or rotates identities, and returns clean indexed page data instead of raw DOM. Installs as a CLI skill for Claude Code/Cursor, or via API/MCP.
Figma Motion — Your Figma canvas now has a timeline
Native timeline-based animation lands as a new mode alongside Design/Draw/Dev. Keyframe position, scale, rotation and opacity, auto-keyframing, motion variables with modes, and time-based comments. Dev Mode exports the animation as CSS, JSON, or React/Motion.dev — copy the code straight from the panel. Open beta.
Polygraph — Cross-repo sight and memory for coding agents
A "meta-harness" that auto-indexes your repos into a synthetic monorepo so agents can plan work across repository boundaries, then preserves repos, branches, PRs and execution traces across handoffs — no re-explaining context. Plugs into Claude Code, GitHub and CI/CD. Free during early access.
Grass 2.0 — The always-on computer for your coding agents
A persistent cloud VM that keeps Claude Code / Opencode agents running after you close your laptop. Permission requests hit your phone as push notifications in under 2s; review and approve diffs line-by-line on mobile, and switch between GrassVM, your Mac and servers without losing context. Free 10 hrs, iOS app.
Milestones — Native project planning, now on Mac with an MCP server
A pure-SwiftUI planner for iPhone/iPad/Mac that breaks projects into milestones with kanban, recurring tasks, backlog and custom statuses. Private iCloud sync — no accounts, no servers — and full offline support. The new MCP server lets agents read and act on your plans. Free for 2 projects; Pro unlocks unlimited.
Heron — Wireshark for AI agents
Reconstructs LLM and agent traffic straight from network packets — no code changes, no proxy in the request path. Groups multi-call interactions into agent "turns," maps your inference topology, and can export captured traffic as SFT datasets. Rust + DuckDB/ClickHouse, libpcap / experimental eBPF SSL uprobes. Apache 2.0, prebuilt Linux/macOS binaries.
BrowserBash — CLI that turns plain-English into real browser tests
Describe what you want ("open example.com and store the heading") and it drives a real browser — no selectors. Fully open source (Apache-2.0), free, no signup or keys: default stack is local Chrome + local Ollama, with swappable providers (Browserbase/BrowserStack) and engines (Stagehand / Anthropic tool-use). NDJSON output for CI/CD, secret masking, private by default.
From Reddit
The story of the day: Washington is now gatekeeping a model launch. Plus new diffusion LMs, hardware news, and a study where bilingual brains look a lot like embedding space.
The Trump administration asked OpenAI to stagger the release of GPT-5.6 — limiting it to a small set of government-approved partners before any wider rollout, citing cybersecurity. The White House's Office of the National Cyber Director and OSTP want access approved one customer at a time during the preview while they build a model-security testing framework.
It's the first time the US government has preemptively restricted an American model's launch — the same playbook used on Anthropic's Fable 5. Altman says he hopes to release more broadly "a couple of weeks later."
Gemini 3.5 Flash gets built-in computer use
Google baked computer use natively into Gemini 3.5 Flash (previously a standalone 2.5 model) — agents can see, reason and act across browser, mobile and desktop. It scores 78.4 on OSWorld-Verified (vs GPT-5.5's 78.7) at roughly a third of the price ($1.50/$9 per M tokens). Ships with adversarial anti-prompt-injection training, mandatory confirmation for irreversible actions, and auto-termination on detected injection.
Update: OpenAI now leaning toward a 2027 IPO
Following this month's confidential S-1 filing, OpenAI is reportedly considering holding off its IPO until 2027. Bankers cite tech-stock volatility and the SpaceX post-IPO scare dampening retail enthusiasm, while Altman is said to be holding out for a $1T+ valuation (up from the current $852B).
IBM debuts world's first sub-1-nanometer chip technology
IBM unveiled a chip process that pushes below the 1nm threshold — a scaling and efficiency milestone with direct implications for the cost and density of future AI accelerators. The announcement drew a big reaction across the local-AI community.
NVIDIA releases Nemotron-TwoTower-30B-A3B, a diffusion-based LM
An unusual architecture built on the Nemotron 3 Nano 30B-A3B backbone: a frozen autoregressive context tower plus a diffusion denoiser tower that fills blocks of tokens in parallel. NVIDIA says it retains 98.7% of the autoregressive baseline's aggregate benchmark quality while hitting 2.42x the generation throughput.
Report: Apple to skip M6 Pro/Max, fast-track M7 for local AI
Apple is reportedly skipping the M6 Pro/Max generation to fast-track an M7 optimized for on-device AI inference — a meaningful signal for anyone running local models on Apple Silicon.
Ornith-1.0 — open coding model family lands on Hugging Face
DeepReinforce AI released an open-source LLM family specialized for agentic coding, spanning 9B and 31B dense plus 35B and 397B MoE variants, with GGUF and FP8 quants already up. It claims SOTA on several benchmarks — worth watching to see if the numbers hold up under community testing.
Bilingual brains map words the way LLMs do
A new Cell study recorded individual hippocampal neurons in bilinguals and found the brain doesn't translate between languages — it maps both onto a shared, high-dimensional semantic geometry where neural distances mirror LLM embedding distances. "Dog" and "cat" sit close in both spaces; "galaxy" and "human" sit far apart in both.
Quick hits — model intrigue worth a glance.
Anthropic accuses Alibaba of "illicitly" extracting its AI
Extends Anthropic's earlier distillation accusations (DeepSeek, Moonshot, MiniMax) to Alibaba.
From Reddit
Krea 2 is still eating the feed — here's the workflow knowledge worth keeping, plus a couple of practical wins.
Realism shootout: Ideogram 4 vs Krea 2 Turbo
A detailed side-by-side comparing photorealism between Ideogram 4 and the new Krea 2 Turbo across identical prompts — useful if you're deciding which to reach for on a given shot.
Krea 2 usage tips people aren't talking about
The headline trick: run the raw model with the turbo LoRA at 0.6 weight and ~12 steps (euler + beta scheduler, CFG 1) for noticeably better quality than turbo alone. Plus swapping in the spacepxl Wan2.1 upscale VAE for more detail, and why a filter-bypass LoRA beats the node equivalent for prompt responsiveness.
Int8 is now officially supported in ComfyUI
Native Int8 quantization means faster generation and lower VRAM for diffusion models.
Seedance 2.0: longer prompts make output worse
The model weights early words most — front-load instructions and keep prompts to ~50–80 words.
From Reddit
A strong week for Mac utilities and self-hosted tools — a dock going open source, a Neural-Engine face locker, and a job-hunt pipeline that runs on your own LLM.
The macOS Dock customizer/replacement has gone fully free and open source, topping r/MacOSApps this week. If you've been tweaking your Dock with paid tools, this is worth a look — and the source is now on GitHub for anyone who wants to extend it.
macUSB — native bootable USB creator for Mac
A genuinely native (not Electron) Mac app that creates bootable USB installers for macOS, Linux and Windows. It has a built-in downloader that pulls macOS installers from Apple, supports .dmg/.iso/.cdr/.app sources, and validates against 19 Linux distros. Open source and free — a tidy balenaEtcher/UNetbootin alternative.
FaceGate — per-app Face Unlock for macOS
A per-app locker that runs its face-embedding pipeline entirely on the Apple Neural Engine, with liveness detection (head-pose challenges) to defeat photo/video spoofing, plus Touch ID and an encrypted PIN. Embeddings are AES-256-GCM encrypted in the Keychain — 100% local and open source.
JobOps — self-hosted job-hunt pipeline with local LLM support
"DevOps principles applied to job hunting." Searches LinkedIn/Indeed/Glassdoor and 10+ boards from one screen, ranks roles by fit using your preferred (including local) LLM, rewrites your CV per role, checks visa sponsorship, and connects Gmail to auto-detect interviews and offers. SQLite, docker compose, your data stays put.
Dawarich 1.9.1 — self-hosted location history
A privacy-respecting, self-hosted alternative to Google Maps Timeline for tracking and visualizing your own location history. The new 1.9.1 release continues a steady stream of improvements for the homelab crowd.
MuckScraper — self-hosted news aggregator with local AI summaries
Open-source, self-hosted news aggregation with media-bias ratings, automatic story clustering, and local AI summarization — so your reader stays private and on your own hardware. A nice fit if you want a configurable, no-cloud news pipeline.
Quick hits — security notes for the toolbox.
PSA: "pearcleaner.com" is a fake site pushing macOS malware
The real Pearcleaner is the open-source GitHub project — only install from there, not the lookalike domain.
App Trust Preview — inspect apps before you open them
Vet Mac apps, PKGs, DMGs, executables and scripts before launching — timely given the Pearcleaner scare.
Minimus Community Edition — free hardened container images
Minimal-attack-surface base images across their whole gallery — drop-in secure bases for self-hosters.