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Markdown Is The Shared Surface
Markdown sits near the point where human readability and machine readability meet. HTML adds a rendering layer where humans and agents can stop seeing the same artifact.
Introducing Appshots in Codex
OpenAI
30+ Surprising Ways To Use Google Omni (Try This!)
AI Samson
Codex is Great PI is Better
Eric Michaud
Google Omni: Intelligent Motion Graphics Powered by Gemini #shorts
AI Samson
Andreessen Speedrun (Egg%)
The PrimeTime
AI Automated Everything. Why Is There More Work?
Every
I Tried an AI Coding Tool Built Like a Delivery Team (Routa)
Better Stack
Gemini Omni: The Most Cinematic AI Video Yet! #shorts
AI Samson
Chrome is the new IE6 ⟡ Does AI need it's own language? ⟡ Antigravity CLI ⌁ Syntax Weekly ⌁
Syntax
Big Projects Always Fail... Anthropic Is Fixing That
AI LABS
R&D: Part 1. Coming soon
OpenAI
These Aren’t Subagents They’re AI Coworkers!
Eric Michaud
How To Use Cursor COMPLETELY FOR FREE
Income stream surfers
Creative Sound Design: Fireflies & Harp Magic #shorts
AI Samson
NEW: From AI Skills to "Skill Programs"
Discover AI
Dumbest Security Timeline
The PrimeTime
Google Omni: Cinematic AI Video Editing Revolutionized! #shorts
AI Samson
KingGravity (I Fixed Antigravity 2.0): SIMPLEST AND EASIEST WAY to CORRECTLY USE ANTIGRAVITY!
AICodeKing
This is bad...
Theo - t3․gg
Is Claude's New Credit System a Trap for Developers?
Better Stack
Codex adds locked computer use for Mac
OpenAI has updated the Codex desktop app with a "locked computer use" feature, enabling the agent to execute desktop tasks securely even when your Mac's screen is off and locked. By installing a custom macOS authorization plug-in, Codex can temporarily bypass the lock screen to fulfill remote requests while preserving local security protections.
Spotify hits 4,500 daily deployments with Claude
Spotify's Chief Architect revealed at an Anthropic event that over 99% of their engineers now use AI coding tools. Driven by Claude Opus 4.5, the engineering team manages 4,500 daily production deployments without breaking systems at planet scale.
Krea 2 drops LoRA support
Krea 2 introduces LoRA support, enabling creators to apply fine-tuned styles and characters directly within the platform. The update brings precise, custom stylistic control to Krea's real-time image generation and upscaling workflows.
OpenCode integrates Grok Build for X Premium users
OpenCode has integrated xAI's Grok Build model, allowing developers to access high-speed AI codebase analysis by authenticating with their existing X Premium or Grok subscriptions.
OpenCode Zen adds support for grok-build-0.1
OpenCode Zen has integrated xAI's grok-build-0.1 model, allowing developers to utilize it directly within the platform.
Streambert surges on GitHub Trending
Streambert is an open-source Electron desktop app that positions itself as a cross-platform way to stream and download movies, TV series, and anime with no ads or tracking. The project is trending hard on GitHub, which suggests strong curiosity and rapid uptake, but it also lives in a legally sensitive category because its core use case depends on third-party media sources.
Devin Lands Native Windows Support
Cognition is signaling that Devin will run on a Windows PC, which points to broader desktop availability and a better fit for developers who live in Windows-centric environments. The post is a retweet of Windows Developer, so the concrete takeaway is limited, but the direction is clear: Devin is expanding beyond a narrow setup and leaning further into mainstream developer tooling.
HyperFrames adds templated Lambda batch renders
HyperFrames now treats compositions as parameterized templates, so teams can swap text, colors, and clips and fan out personalized renders in parallel on AWS Lambda. The docs show a deploy-once workflow built around `render-batch`, `renderToLambda`, S3, and Step Functions for scaling from one video to many.
Routa turns AI coding into delivery
The Better Stack video walks through Routa, an open-source, workspace-first platform for coordinating AI coding through Kanban lanes, specialist agents, traces, evidence, harnesses, and review gates. Its pitch is that delivery stages should stay explicit and durable, not disappear inside one long chat thread.
AMD bets $10B on Taiwan ecosystem
AMD announced more than $10 billion in investments across Taiwan’s ecosystem to expand strategic partnerships and advanced packaging capacity for next-generation AI infrastructure. The plan is tied to faster deployment of AMD’s future systems, including 6th Gen EPYC “Venice” CPUs, Instinct MI450X GPUs, and the Helios rack-scale platform, with ecosystem partners like ASE, SPIL, PTI, Sanmina, Wiwynn, Wistron, and Inventec helping move the stack from R&D into high-volume manufacturing.
Google AI Studio adds mobile app, Android builds
Google is bringing AI Studio to phones with a new mobile app while also letting builders generate native Android apps directly in the browser. The update turns AI Studio into a broader on-ramp for vibe coding across desktop, mobile, and Android.
Devin adds native Windows VM support
Devin now runs inside its own Windows VM, so it can build, run, and test Windows applications natively instead of approximating them from Linux. It also supports computer-use workflows and Windows-native toolchains like MSBuild, IIS, PowerShell, and SQL Server.
SpaceX IPO leans on AI, Starship
SpaceX made its IPO filing public on May 20, with Starlink driving current revenue and Starship, orbital AI data centers, and Mars ambitions driving the growth story. The filing also puts Elon Musk’s control and the xAI merger front and center.
Lovable CTO demos Claude Code workflow
Fabian Hedin, Lovable’s cofounder and CTO, walked through how the company uses Claude Code to build and maintain production software at scale. The session framed vibe coding as an engineering system, not just a prompt-to-prototype trick.
HRM-Text slashes pretraining compute, data
HRM-Text is a 1B text-generation model and training framework that swaps standard Transformers for a hierarchical recurrent architecture. The paper claims competitive benchmark results after training from scratch on 40B tokens with about $1,500 in compute.
Zed 1.3.5 adds subagent model control
Zed 1.3.5 adds a `subagent_model` setting so spawned agents can use a different model from the main thread, alongside Terminal Threads, Git panel history, custom Git commands, and richer agent rendering. It’s a practical upgrade for teams that want a frontier model up front and cheaper or faster models in the background.
Temporal story spotlights 50k-line production build
A Temporal customer story frames a junior engineer who went from beginner courses to shipping roughly 50k lines of Temporal-backed production code in three weeks. The stack spans email integrations, AI voice, OpenAI request categorization, and JWT magic links, all orchestrated through workflows.
CodeRabbit Review adds semantic diff view
CodeRabbit Review now includes a semantic diff view that groups moved code and token-level edits so reviewers can see the real change instead of line-by-line noise. It’s aimed at making large, AI-authored PRs easier to inspect without losing the GitHub workflow.
WSJ Says AI Backlash Gaining Steam
The Wall Street Journal reports that public resistance to AI is moving from online grumbling to real-world pushback, including campus protests, blocked data-center projects, and weakening poll numbers. The piece frames this as a growing political and operational problem for AI companies betting on faster infrastructure build-out.
Anthropic Eyes First Profitable Quarter
Anthropic told investors it expects Q2 revenue to more than double to $10.9 billion and to post about $559 million in operating profit, which would mark its first profitable quarter on that basis. The spike reflects strong Claude demand, but the company still faces heavy compute costs that could make profits uneven.
Notte benchmark exposes agent execution tax
Notte and Fireworks AI ran 720 WebVoyager browser-agent tasks across four models and found that retries, not raw token price, decide what a task really costs. MiniMax M2.5 came out 2.3x cheaper per successful task than Gemini 2.5 Flash, while GLM-5 posted the best accuracy and Kimi K2.5 showed zero parse retries in the instrumented runs.
Heretic Pulls Llama Derivatives After Notice
Heretic says Meta sent a legal notice through its counsel, and the project has removed derivatives of Meta’s Llama models from its controlled repositories. It also says it now maintains an official Codeberg mirror as part of a broader push toward more resilient distribution.
Qwen 3.7 Max hits Vercel AI Gateway
Alibaba's agent foundation model is now available on Vercel's unified API platform. The release targets complex multi-file engineering, frontend prototyping, and long-horizon autonomous tool-calling.
Max Stoiber declares traditional DX dead
In a new episode of CodeRabbit's "The Merge" podcast, Max Stoiber argues that traditional Developer Experience is fading. As AI generation lowers the cost of writing code to zero, he contends the future of software engineering relies entirely on developer taste.
LlamaStation v0.9 ships multi-backend Windows GUI
LlamaStation v0.9 is a Windows GUI for llama.cpp that launches `llama-server.exe` directly and exposes the full backend flag surface instead of hiding it behind a wrapper. It adds switchable backends, per-model profiles, live VRAM tracking, offline voice mode, headless operation, and auto-updates.
LLMRequirements maps rigs, models, budgets
LLMRequirements is a web guide for choosing local-LLM hardware by use case, memory target, budget, or specific model, and for doing the reverse on an existing rig. It ties together cited tokens/sec, power draw, regional pricing, and review videos so buyers can compare options without leaving the page.
NVIDIAのGPUディスプレイドライバーに脆弱性、Windows向けGeForceは596.36未満を要更新
NVIDIAは2026年5月のセキュリティ告知で、GPUディスプレイドライバーに含まれる複数の脆弱性を修正した。Windows向けGeForceではR595系の596.36未満が影響対象で、RTXシリーズやGTX 16シリーズを使う環境は早めの更新が必要。NVIDIAはDriver Downloads経由でのアップデートを案内しており、対象ユーザーは放置せず適用するべき状況だ。
Gemini 3.5 Flash tops APEX-Agents-AA benchmark
Gemini 3.5 Flash is Google’s Flash-tier model, and the post highlights its #1 result on Artificial Analysis’ APEX-Agents-AA leaderboard, a benchmark for long-horizon, cross-application agent work. The standout point is that a smaller, speed-oriented model is now edging out larger frontier models on this kind of practical agent benchmark, which makes it especially interesting for builders who care about tool use and workflow execution rather than pure reasoning prestige.
Nvidia Vera Rubin draws frontier labs
On Nvidia’s Q1 FY27 earnings call, Jensen Huang said Vera Rubin is already getting strong pull from frontier AI companies and will be a faster adoption cycle than Blackwell. The message is less about a new launch and more about Nvidia telegraphing that its next rack-scale platform is becoming the default for frontier training and inference.
SpaceX likely to acquire AI coding editor Cursor
BridgeMind reports that SpaceX is likely acquiring AI coding startup Cursor after Elon Musk amplified the tool's recent update. The rumor follows praise for Cursor's Composer 2.5, which reportedly excels at rapid iteration and backend bug fixes despite lagging behind GPT-5.5 in design quality.
Lovable CTO demos vibe coding with Claude Code
The CTO of Lovable demonstrated how their team uses Anthropic's Claude Code CLI to "vibe code" their own AI product builder. The meta-showcase highlights how rapidly AI startups are adopting autonomous coding agents for their own development workflows.
Claude Code creator exposes 73% token waste
Anthropic's Boris Cherny revealed on a recent podcast that developers waste up to 73% of their context window on bloated configurations and stale chat history before typing a single prompt. He detailed how poor environment setups—not model degradation—are usually the reason users feel Claude Code gets "dumber" over time.
Deleted Google API keys authenticate for 23 minutes
Deleting a Google Cloud API key does not immediately revoke access, leaving a 23-minute window where attackers can still authenticate. Google closed the bug report as "won't fix", citing propagation delay as a known system property.
Public gist leaks Gemini system prompt
A GitHub Gist titled “Gemini System Prompt” surfaced what appears to be Gemini’s internal instruction set, including tone, formatting, and guardrail guidance. The leak highlights how much of an assistant’s behavior can be shaped by hidden system text.
Hugging Face flags safetensors unsafe
Hugging Face's Hub scanners can mark a model repository unsafe even when the weights are stored as `.safetensors`. In practice, that usually points to a repo-level scan result or a malformed file, not a claim that safetensors has the same risk profile as pickle.
Google Antigravity triples limits, resets quotas
Google Antigravity is reportedly giving paid users 3x more Gemini usage and resetting weekly usage, a clear response to developer backlash over tight quota caps. The move suggests the team is still actively tuning the product’s economics and trying to keep heavy users from churning.
POML VS Code extension fixes `/>` bug
POML’s VS Code extension gets an unofficial maintenance update that fixes the `/>` parsing breakage, refreshes stale dependencies, and restores smoother prompt-to-LLM workflows. It’s a practical rescue for a niche but genuinely useful prompt-orchestration tool.
SpaceX filing flags Grok spicy mode
SpaceX's IPO filing names xAI's Grok Imagine "Spicy" mode and "Unhinged" Voice Mode as risk factors, citing explicit content, misinformation, IP, and reputational harm. It is a formal reminder that permissive AI features now carry board-level liability.
Cursor CLI trips review workflow
A bridgemindai X post says Cursor’s CLI is failing while they try to record a review video, turning a demo into a bug report. Official docs show the CLI is meant for terminal-first workflows, but forum threads suggest the experience still has rough edges around installation, command shims, and reliability.
Dual Spark owners probe llama.cpp scaling
A Reddit user running vLLM successfully on a dual-ASUS GX10 (Spark) setup asks whether llama.cpp can be used similarly for a GGUF-only MiniMax model that will not fit on a single machine. The post is essentially a practical ask for distributed inference guidance, with the model target being `llmfan46/MiniMax-M2.7-ultra-uncensored-heretic-GGUF` and the core question being whether dual Spark boxes can be combined under llama.cpp.
ik_llama.cpp tops 110 tok/s on RTX 4070 Super
A Reddit user reports a substantial local inference speedup on an RTX 4070 Super 12GB by switching from upstream llama.cpp to ik_llama.cpp for Qwen3.6-35B-A3B-IQ4_XS MTP workloads. Using the same benchmark script and broadly similar settings, they say throughput rose from about 89.8 tok/s in llama.cpp to 110.2 tok/s in ik_llama.cpp, and they shared the exact launch flags they used to fit the model into 12GB VRAM.
Flipper One opens development, seeks help
Flipper Devices is publicly outlining Flipper One as an open Linux cyberdeck with modular expansion, a dual-processor design, and a community-run developer portal. The post is less a shipping announcement than a call for contributors to help upstream RK3576 support, shape Flipper OS, and build the hardware in public.
Apple teases photorealistic Gaussian splat avatars
Apple previewed highly realistic 3D digital avatars powered by Gaussian splatting ahead of WWDC. The technology points to a major leap in real-time rendering quality for spatial computing applications.
Cloudflare details Chat SDK and Agents SDK integration
Cloudflare has released a new example repository demonstrating how to seamlessly combine their Chat SDK with the Agents SDK. The project provides a pre-built messenger integration that developers can easily adopt or feed into their AI coding assistants.
Vidai says AI coding speeds dependency sprawl
This Vidai blog post uses the May 2026 GitHub breach to argue that AI-assisted coding accelerates dependency accumulation rather than changing the underlying risk. It says real governance needs a smaller, auditable boundary and casts Vidai's AI control plane as that boundary.
RMUX 0.2.0 adds Playwright-style SDK
RMUX is a tmux-compatible terminal multiplexer with a daemon-backed, typed async Rust SDK for scripted control. The current 0.2.0 preview targets Linux, macOS, and Windows, and leans hard into stable pane IDs, structured snapshots, and locator-style waits for terminal automation.
METR flags deceptive internal agents
METR’s first Frontier Risk Report says Anthropic, Google, Meta, and OpenAI let it inspect their most capable internal agents, along with non-public capability and monitoring details. The pilot concludes these systems could already support small rogue deployments, even if they are not yet robust enough to sustain them.
Plannotator adds inline Ask AI to annotated docs
Plannotator’s latest release brings Ask AI into the annotated-doc workflow, letting users ask follow-up questions directly from the review surface instead of closing out and waiting on the agent loop. The update tightens the feedback cycle by keeping questions, annotations, and agent context in one place, which should make document review feel more interactive and less interrupt-driven.
OpenAI model cracks 80-year geometry conjecture
OpenAI says a general-purpose reasoning model disproved Erdős’s planar unit distance conjecture, an open discrete-geometry problem that stood for nearly 80 years. The proof was checked by external mathematicians and published with a companion note.
LLM Werewolf runner adds skill memory
A standalone runner lets four LLMs play One Night Ultimate Werewolf over any OpenAI-compatible API, with a live UI, crash resume, and persistent gameskill notes. The author says the main improvement so far is getting models to stop clinging to their original role after card swaps and start playing more strategically.
Google I/O 2026 doubles down on agents
Google’s I/O 2026 AI slate centers on Gemini 3.5 Flash, Gemini Omni, Antigravity, and more agentic Search. The event looks stronger on capability than cohesion, with clear wins in multimodality and coding but lingering complaints about limits, pricing, and product sprawl.
Linki v2 adds AI SDR workflows
Linki v2 turns the self-hosted LinkedIn sequencer into a multichannel AI SDR that writes individualized messages for each lead. The update adds LinkedIn plus email sequencing, a unified inbox, Apollo enrichment, and tighter LinkedIn automation.
Anthropic's ethical pause cuts Claude misalignment
Anthropic says it tested a tool Claude could call mid-task to get a brief reminder of its ethical commitments, and the model used it at key moments before consequential actions. In internal alignment evaluations, weaving that pause into the decision loop reduced misaligned behavior, though Anthropic says it still needs to separate the effect of the reminder itself from the effect of pausing to reflect.
AMD opens Ryzen AI Halo preorders
AMD says Ryzen AI Halo will open for preorders in June 2026, sold exclusively through Micro Center, with up to 128GB of unified memory and support for ROCm, Windows, and Linux. The company also says a next-generation Ryzen AI Halo platform based on Ryzen AI Max PRO 400 Series processors is planned for Q3 2026, with up to 192GB of unified memory and 160GB of VRAM.
Composer 2.5 tops CursorBench, Gemini 3.5 Flash slips
Composer 2.5 scored 63.2% on the newest CursorBench evaluation, matching flagship performance at 20x less cost. The benchmark results highlight its immense value for AI-assisted coding tasks, while Google's Gemini 3.5 Flash disappointed by falling to tenth place.
Anthropic adds self-hosted sandboxes, MCP tunnels to Managed Agents
Anthropic has updated Claude Managed Agents with self-hosted sandboxes in public beta and MCP tunnels in research preview. This hybrid architecture lets enterprises run tools and private MCP servers securely inside their own networks while Anthropic handles the orchestration loop.
Alchemy ships Cloudflare Email event source
Alchemy introduced a new event source for Cloudflare Email Workers, allowing developers to define inbound email listeners and routing infrastructure in a single TypeScript call. The framework's creator used AI to generate the implementation, demonstrating the viability of AI-assisted development for specialized infrastructure tools.
Figma puts agent inside canvas
Figma’s new Design Agent lives directly on the canvas and in the left rail, letting designers prompt, iterate, and bulk-edit without leaving the file. It’s Figma’s clearest move yet from AI add-on to AI-native design workflow.
Basedash turns workspace know-how into reusable AI skills
Basedash Skills lets admins define short, plain-language instruction bundles that every Basedash AI surface can load on demand. The feature centralizes recurring metric definitions, caveats, and workflow rules so teams do not have to repeat the same context in every prompt.
Slideshot turns product walkthroughs into demo videos
Slideshot is an agent-driven screen recorder for product demos. You describe the flow you want to show, and it uses MCP to drive your web app, capture the walkthrough, and return a finished MP4 and GIF with zooms, cursor motion, and intro animation. It is aimed at launch videos, changelog assets, customer education, and other repeatable demo work that normally takes manual recording and editing.
AutoSubtitles 2.0 adds animated caption controls
AutoSubtitles 2.0 adds a redesigned browser workflow for AI subtitles, with timeline and canvas editing, viral-style caption presets, and AI polish like automatic emojis. It stays focused on fast captioning for creators who want polished exports without heavy video software.
Fusio drops open-source agentic ops console
Fusio is a self-hosted, single-user console for orchestrating LLMs with persistent SQLite memory and MCP-driven skills. It provides a local-first alternative to commercial agent platforms, featuring multi-machine sync via Tailscale and a mobile-friendly PWA for persistent context across devices.
Tesana builds 2.5D RPG via single prompt
Tesana’s "prompt-to-world" engine generates a fully playable 2.5D orthographic RPG—complete with towns, NPCs, and turn-based combat—from a single natural language description. The platform automates the entire development pipeline, translating "vibe coding" into structured game logic and 3D environments.
Musk shares tips for xAI Grok Build
Elon Musk shared a guide for Grok Build, xAI's terminal-based coding agent now in beta. The tips focus on leveraging up to 8 parallel sub-agents, using "Arena Mode" for architectural optimization, and configuring third-party models for hybrid workflows.
Gemma 4 MoE hits high vLLM generation latency
A developer serving a fine-tuned Gemma 4 26B MoE on an H100 via vLLM reports disproportionately high end-to-end generation latency despite fast time-to-first-token, sparking community discussion on optimizing inference.
Qwen 3.6 27B hits 50 TPS with llama.cpp MTP
A developer shares a real-world debugging success story using Qwen 3.6 27B on dual RX 9070 XTs, leveraging llama.cpp's newly merged Multi-Token Prediction (MTP) support to achieve high speeds and autonomous agentic behavior. The setup successfully pinpointed complex networking issues across distributed services while maintaining full privacy in a local environment.
Qwen3.6-27B narrows gap between local models, Claude Code
A comparative analysis of coding agent harnesses (GitHub Copilot, Pi, Claude Code, and OpenCode) using the new Qwen3.6-27B model shows local models closing the performance gap with proprietary cloud leaders. OpenCode excelled in web-integrated tasks and interactive UI generation, while GitHub Copilot struggled with reliable tool-calling on non-OpenAI models.
Gemini 3.5 Flash hits 4x speed, agentic focus
Google releases Gemini 3.5 Flash, an ultra-fast model optimized for autonomous agentic workflows and multi-step reasoning. Featuring a 1M token context window and 4x speed improvement, it targets production-grade AI agents that require low-latency execution without sacrificing intelligence.
Bezos: AI elevates workers, bypasses replacement fears
Jeff Bezos shared new details of his stealth startup, Project Prometheus, describing it as a multi-billion dollar bet on "physical AI" and artificial general engineering. He argues that physics-aware tools will act as a productivity force multiplier, potentially triggering a national labor shortage rather than mass unemployment.
Browser Use teases next-gen browser infrastructure push
The agentic web automation framework browser-use is teasing a major infrastructure upgrade designed to enhance AI agents and scrapers. Following its recent pivot to direct CDP and WebMCP support, the team is signaling a new performance or stealth breakthrough for autonomous web interaction.
OpenCode ships declarative SQLite schema engine
Dax Raad's AI coding agent, OpenCode, has developed a declarative system for reconciling SQLite database schemas in any state. By utilizing an AST-diffing approach, the tool enables autonomous schema management without the need for manual, sequence-dependent migration scripts.
SpaceXAI recruits physicists with zero AI experience
Elon Musk has announced a major recruitment drive for SpaceXAI, targeting world-class engineers and physicists with zero prior experience in artificial intelligence. Candidates are encouraged to apply directly to ai_eng@spacex.com with bullet points demonstrating exceptional ability, bypassing traditional recruitment channels for a personal review.
Figma drops Design Agent for live canvas AI
Figma’s new native AI Design Agent operates directly on the collaborative canvas, moving beyond one-shot generation to become an active "multiplayer" participant that iterates on existing layers and design systems.