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FRIDAY // 2026-11-13
98 itemsNOV 13
PT7M26S
// WATCH
Should You Install Google's Claude Code Skill? I Tested 48 Runs
+1
DIY Smart Code
PT1M2S
// WATCH
6 Underrated Ways to Use ChatGPT
OpenAI
PT11M10S
// WATCH
Google Gemini, ChatGPT & Claude’s BIGGEST Upgrades From This Week Explained! (New Features)
+4
Rob The AI Guy
PT31M31S
// WATCH
Your Next Software Builder Already Works for You
Every
PT24S
// WATCH
How Mozilla strengthens Firefox security with GPT-6 Cyber
OpenAI
PT22M24S
// WATCH
Fable 5.2 Is not JUST a Dot Release. Something is happening
+2
Matt Maher
PT1M31S
// WATCH
I Trust My AI Agents to Merge Code… But NOT Ship It
+1
Cole Medin
PT43M56S
// WATCH
Qwen4: Model-Skill Co-Evolution for Recursive Self-Improvement
Discover AI
PT30M10S
// WATCH
GEMINI 4 is the new era...
+8
Wes Roth
PT2M54S
// WATCH
Gemini 4 Hydrogen Beats Argon at Under Half the Cost per Task
+4
DIY Smart Code
PT1H39M37S
// WATCH
Big Companies Are Quietly Moving to TanStack Start | Better Stack Podcast Ep. 20
+4
Better Stack
PT9M3S
// WATCH
Go's JSON Library Just Got a Major Upgrade
Better Stack
PT17M4S
// WATCH
AI Agents for Beginners: What They Are and Why Most Are Fake
+2
DIY Smart Code
UPDATE// 6m ago
agent-desktop adds macOS VM sandboxes
Vercel Labs' accessibility-driven computer-use CLI agent-desktop now supports isolated sandboxes, allowing AI agents to install, boot, and drive dedicated local macOS virtual machines or execute inside remote Linux microVMs. The feature isolates desktop automation tasks from the host machine, letting autonomous agents interact with native desktop interfaces without exposing personal credentials, keys, or files.
agent-desktopcomputer-useagentdevtoolcliautomationopen-source+7+6+5+4+3+2+1
UPDATE// 7m ago
Google Antigravity Resets Gemini Quotas for Swarms
Google Antigravity reset every user’s Gemini quota after a week of shipping, encouraging developers to try its new /swarm workflow. The preview coordinates named agents and verifiers on a shared board, though each worker consumes quota faster than a normal conversation; see https://antigravity.google/docs/swarm.
google-antigravitycoding-agentai-codingagentdevtoolideautomation+7+6+5+4+3+2+1
UPDATE// 40m ago
Claude Code upgrades Projects coordinator
Anthropic updated Projects in Claude Code to make the coordinator proactive across parallel development threads. The coordinator now directly answers project queries in chat and provides real-time progress updates on running tasks.
claude-codeai-codingcoding-agentagentdevtoolcliautomation+7+6+5+4+3+2+1
UPDATE// 1h ago
Vercel Token Pass boosts monthly tokens to $150
Vercel has increased its Token Pass credit from $80 to $150 per month for the existing $30 team subscription. The allowance applies to open-weight models routed via AI Gateway—including Kimi K3, GLM 5.3, and DeepSeek V4.1 Flash—and hard-stops without unexpected overage fees.
vercelvercel-token-passai-gatewaycoding-agentai-codinginferencepricingdevtool+8+7+6+5+4+3+2+1
UPDATE// 1h ago
Agent-browser 0.43 drops Node wrapper
Vercel Labs updated agent-browser to v0.43, eliminating the Node.js runtime wrapper in favor of direct-linked native platform binaries. The change slashes package size by up to 7.5x and cuts CLI startup latency to just 2 ms.
agent-browserweb-agentagentclidevtoolai-codingopen-source+7+6+5+4+3+2+1
VIDEO// 1h ago
GitHub showcases internal Copilot agent workflows
GitHub detailed how its internal engineering teams use Copilot automations for issue triage, multi-repo Projects, and Copilot Fusion model routing in day-to-day development. The workflow demonstration highlights practical patterns for coordinating autonomous cloud agents and multi-model execution across large codebases.
github-copilotai-codingcoding-agentagentautomationdevtoolide+7+6+5+4+3+2+1
VIDEO// 2h ago
M5Stack Gives .NET Agents A Physical Face
A .NET Conf 2026 demo turns M5Stack’s StackChan into a Tamagotchi-style AI desk companion, pairing C++ device control with a .NET 11 and Aspire backend. It combines Microsoft Foundry, Agent Framework, GitHub Copilot SDK, and sanitized WorkIQ context.
stackchanagentvoice-agentroboticsmultimodaltool-usedevtool+7+6+5+4+3+2+1
UPDATE// 2h ago
ADE Brings Desktop Connections Panel to Browser
ADE’s web client now mirrors the desktop app’s Connections panel, showing online computers so developers can connect and resume agent chats elsewhere. The update also cuts transcript-link load time from 11.8 seconds to 6.1 seconds on throttled HTTPS.
adeai-codingcoding-agentagentdevtoolopen-source+6+5+4+3+2+1
NEWS// 2h ago
Nous Research Teases Hermes Agent
Nous Research posted an image-only panoramic teaser for Hermes Agent, using a 20-panel visual trick to create a wide cinematic scene. With no caption, release notes, or feature details, the post signals branding rather than a technical update.
hermes-agentagentopen-sourceself-hostedagent-memorytool-useautomation+7+6+5+4+3+2+1
BENCHMARK// 3h ago
Priors adds RWE-Bench engineering leaderboard
Priors has integrated Xplore AI's RWE-Bench to track and weight frontier model performance across complex physical engineering and simulation tasks. The new leaderboard evaluates 15 models—with Fable 5.2 max leading at 62%—alongside real-world subscription and inference cost breakdowns per task.
priorsrwe-benchbenchmarkevaluationreasoningdevtool+6+5+4+3+2+1
UPDATE// 3h ago
Priors adds FrontierMemory v1.1 agent memory benchmark
Custom AI leaderboard platform Priors now tracks Letta's FrontierMemory v1.1 across 17 frontier models, pairing continual-learning memory scores with task cost and variance metrics. Fable 5.2 and Opus 5.5 currently tie atop the leaderboard at 73.3%, followed by DeepSeek V4.1 Flash, Gemini 4 Carbon, and Kimi K3 at 71.1%.
priorsfrontiermemorybenchmarkevaluationagent-memoryagentcontext-engineeringllm+8+7+6+5+4+3+2+1
UPDATE// 3h ago
Claude Code to Ship 2.1.325
ClaudeCodeLog says Claude Code 2.1.325 is imminent, following version 2.1.323’s appearance in public package metadata. No changelog is available yet, so the announcement signals timing rather than specific features. [Source post](https://x.com/ClaudeCodeLog/status/2121335652885078144) [npm package](https://www.npmjs.com/package/%40anthropic-ai/claude-code-win32-x64)
claude-codeai-codingcoding-agentclidevtoolagent+6+5+4+3+2+1
BENCHMARK// 3h ago
Browser Use Benchmark Tests Seven Harnesses
Browser Use compares seven browser harnesses on 200 difficult, long-horizon web tasks using the same GPT-6.1 Terra medium model, task set, and judge, isolating harness design as a major variable in agent performance. See the benchmark repository at https://github.com/browser-use/benchmark.
browser-usebenchmarkevaluationweb-agentcomputer-useagent+6+5+4+3+2+1
MODEL// 4h ago
Gemini 4 Hydrogen reaches GitHub Copilot
Google’s fast, agent-focused Gemini 4 Hydrogen is now generally available in GitHub Copilot’s app, CLI, and @code, promising stronger instruction following, tool use, and multistep coding workflows than Gemini 3.8 Flash. Google positions it for rapid execution, with a 1M-token context window and four configurable thinking levels. [Google announcement](https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-Hydrogen/)
gemini-4-hydrogengithub-copilotllmai-codingcoding-agentagenttool-usecli+8+7+6+5+4+3+2+1
BENCHMARK// 4h ago
Jev Delivers 94ms Field Photo Judgments
EliseAI tested Jev on 140 appliance serial-plate photos, finding a 94ms median decision time—about 30× faster than Sol and roughly 50× cheaper. Jev flagged most unreadable images while enabling technicians to request retakes in the field.
jevvisionmultimodalevaluationbenchmarkinferencedevtool+7+6+5+4+3+2+1
TUTORIAL// 4h ago
Anthropic outlines 10 safety eval rules
Anthropic published ten practical recommendations for designing, running, and reporting AI safety evaluations, borrowing rigor from psychology to tackle benchmark saturation and grader flaws. The framework emphasizes moving beyond crude refusal rates, validating LLM judges against human consensus, and publishing uncertainty intervals to separate real signal from sampling noise.
anthropicevaluationsafetybenchmarkguardrailsllm+6+5+4+3+2+1
UPDATE// 4h ago
Claude Code 2.1.324 lands on npm
Anthropic staged version 2.1.324 of Claude Code to npm's pre-release channel ahead of general deployment. Community changelog monitor ClaudeCodeLog flagged the build as the team maintains a near-daily patch tempo for its terminal coding agent.
claude-codeai-codingcoding-agentclidevtooltool-use+6+5+4+3+2+1
LAUNCH// 4h ago
Microsoft drops Decision Point Postgres challenge
Ahead of Microsoft Ignite, Microsoft unveiled Decision Point, an interactive browser simulation where developers optimize and scale an AI shopping agent on Azure HorizonDB. Players troubleshoot hybrid search retrieval failures, stale vector embeddings, and query latency using VS Code's PostgreSQL extension and GitHub Copilot.
decision-pointazure-horizondbagentragvector-dbdevtoolide+7+6+5+4+3+2+1
UPDATE// 4h ago
Priors to add Penalty Bench eval
AI benchmark platform Priors is adding Penalty Bench, a novel evaluation suite that tests multimodal models on refereeing disputed soccer penalty decisions. The integration expands Priors' customizable index, allowing developers to incorporate specialized visual reasoning benchmarks into personalized model rankings.
priorsbenchmarkevaluationmultimodalvisiondevtoolopen-source+7+6+5+4+3+2+1
UPDATE// 4h ago
Linear adds slide to merge on mobile
Linear has launched a slide-to-merge gesture across its iOS and Android apps, allowing developers to review and merge pull requests directly from mobile devices. The feature builds into Linear Reviews, streamlining PR approvals and status tracking without requiring a desktop environment.
linearlinear-reviewscode-reviewdevtoolai-codingci-cd+6+5+4+3+2+1
NEWS// 3h ago
Dwarkesh Patel eyes superintelligence by 2030
Dwarkesh Patel argues that rapid AI breakthroughs in verifiable domains like mathematics signal the imminent automation of AI research, forecasting automated frontier researchers by 2028 and superintelligence by 2030. He outlines how recursive self-improvement across pretraining, post-training, and inference efficiency could trigger an unprecedented compression of algorithmic progress.
dwarkesh-patelreasoningagentresearchtrainingbenchmarkai-coding+7+6+5+4+3+2+1
OPEN SOURCE// 4h ago
jcode Makes Parallel Coding Agents Practical
YC-backed jcode is an open-source Rust coding-agent harness built to run dozens of sessions in parallel, reporting roughly 20x lower interactive RAM usage than Claude Code. That is a hardware-efficiency claim—not a promise of 20x lower model/API spend. [YC](https://www.ycombinator.com/companies/jcode) [jcode](https://jcode.sh/)
jcodeai-codingcoding-agentagentopen-sourcedevtoolinfrastructure+7+6+5+4+3+2+1
LAUNCH// 5h ago
AA+ hits Chrome Web Store
Open-source browser extension AA+ brings dark mode, Priors subsidization data, and model strength radar charts to Artificial Analysis via the Chrome Web Store. The overlay helps developers evaluate LLM pricing and benchmark tradeoffs beyond raw API token rates.
aa-plusartificial-analysisbrowser-extensionbenchmarkevaluationdevtoolpricing+7+6+5+4+3+2+1
NEWS// 5h ago
DeepSeek eats 76% of OpenCode tokens
Telemetry from terminal coding agent OpenCode shows DeepSeek V4.1 Flash surging from 33% to over 76% of daily token volume after rivals Muse Spark and MiniMax ended their free tiers. With DeepSeek remaining zero-cost on the platform, developer usage rapidly consolidated behind the subsidized open-weights model.
opencodedeepseekai-codingcoding-agentllmopen-sourcedevtool+7+6+5+4+3+2+1
BENCHMARK// 5h ago
SUS-Bench debuts AI social intelligence leaderboard
People Make Things released SUS-Bench, an AI social intelligence leaderboard evaluating how 28 frontier LLMs lie, cooperate, and detect deception across 500,000 live browser Mafia games with 250,000 human players. The evaluation revealed that only seven models beat human baselines in both roles, with models consistently performing far better at deceiving than at detecting deception.
sus-benchbenchmarkevaluationagentsafetyllmpeople-make-things+7+6+5+4+3+2+1
BENCHMARK// 5h ago
Valen Labs drops FrontierBioML biology benchmark
Valen Labs released FrontierBioML on Prime Intellect's Environments Hub, offering 25 long-horizon computational biology tasks running up to six hours each on sealed held-out data. Leading frontier AI agents struggle on the suite, with Claude Mythos 5.2 topping the leaderboard at 40.3 out of 100, closely followed by Gemini 4 Carbon at 39.0.
frontierbiomlbenchmarkevaluationagentreasoningdataset+6+5+4+3+2+1
INFRA// 4h ago
CMP 170HX hack unlocks full 80GB A100
Hardware researcher Kate developed a voltage fault injection exploit that bypasses NVIDIA's eFuse protections on CMP 170HX mining cards, unlocking up to 80GB HBM2e and 126 streaming multiprocessors. The permanent modification turns surplus $2,500 crypto hardware into datacenter-grade accelerators capable of running 120B models faster than stock retail A100s.
gpuinferencellmlocal-firstcmp-170hxnvidia-a100+6+5+4+3+2+1
UPDATE// 4h ago
ADE adds multiplayer agent chat sharing
ADE introduced shared agent chats, allowing developers to collaborate on live coding agent sessions with teammates while keeping execution entirely local to the host machine. Teammates see the full fidelity transcript—including diffs, tool steps, and images—with granular permissions ranging from watch-only to draft proposals or direct sending.
adeai-codingcoding-agentagentdevtoolidelocal-first+7+6+5+4+3+2+1
UPDATE// 4h ago
Bolt.new adds prompt queue for continuous builds
Bolt.new introduced a prompt queue that lets developers submit follow-up instructions while the AI is actively building a task. Queued prompts execute sequentially, can be edited or reordered mid-flight, and sync across collaborative multiplayer sessions.
bolt-newai-codingcoding-agentdevtoolideagent+6+5+4+3+2+1
LAUNCH// 3h ago
Isometric SF maps Bay Area in pixel art
Developer Justin Chavez transformed 1,300 square miles of Google Photorealistic 3D Tiles into an interactive SimCity-style pixel map of the San Francisco Bay Area. The pipeline distilled frontier vision model outputs through a Qwen LoRA into a 4-step FLUX.2 Klein 4B model to slash inference costs.
isometricsfimage-gendistillationfine-tuningopen-weightsai-coding+6+5+4+3+2+1
RESEARCH// 3h ago
LeWM study cracks JEPA long-horizon planning
An empirical evaluation of Yann LeCun's LeWM architecture across 600 experiments reveals that JEPA world models already match simulator-level physics over short horizons. Long-horizon failures stem from goal overspecification and planning horizons rather than predictive accuracy, with latent memory graphs boosting task success from 22% to 85% without retraining.
lewmjeparoboticsresearchevaluationbenchmark+6+5+4+3+2+1
INFRA// 5h ago
AMD opens free AI model access
AMD is providing free, no-credit-card-required access to hosted open models including DeepSeek-V4-Flash, GLM-5.3-Flash, Qwen3.8-Flash, and Gemma-4-31B-IT through its AI Developer Program. The initiative offers developers friction-free sandbox environments and GPU compute credits to test and build on ROCm-accelerated hardware.
amdrocminferencegpullmopen-weightsapi+7+6+5+4+3+2+1
MODEL// 5h ago
Edge0-145B drops local MoE with caveats
Edge0 launched Edge0-145B, a 145-billion-parameter MoE model streaming weights from SSD to decode at 80+ tokens per second on consumer hardware. Community teardowns reveal that practical local inference requires over 60GB of combined memory and Blackwell GPUs, with no day-one macOS runtime.
edge0-145bedge0llmmoeopen-weightsinferenceedge-ailocal-first+8+7+6+5+4+3+2+1
UPDATE// 5h ago
Perplexity Teammates land on macOS app
Perplexity has rolled out its autonomous agent workspace, Teammates, to its native macOS desktop application. The update brings persistent background agents with dedicated environments directly to the desktop to manage ongoing, multi-step workflows.
perplexityperplexity-teammatesagenttool-usecomputer-usedevtoolautomation+7+6+5+4+3+2+1
INFRA// 6h ago
Parallel Decisions hits Vercel AI Gateway
Parallel's web-grounded decision model is now available on Vercel AI Gateway, offering free access through November 23, 2026. It queries live web sources to return calibrated probabilities, typed answers, and cited excerpts for programmatic workflows.
parallel-decisionsvercelinferenceapisearchstructured-outputdevtool+7+6+5+4+3+2+1
UPDATE// 6h ago
Convex 1.50 ships multi-account CLI switching
Convex CLI 1.50.0 introduces native multi-account switching with aliases and directory-level profile bindings. The release also tightens credential file permissions on Unix systems and enables headless database exports without immediate downloads.
convexclidevtooldata-toolscloud+5+4+3+2+1
RESEARCH// 3h ago
Claude decodes Gödel notebooks, unearths 600 theorems
University of Helsinki logicians used Anthropic's Claude to analyze 1,009 pages of Kurt Gödel's shorthand notebooks from the 1940s, compressing years of transcription work into days. The model surfaced 663 theorem candidates and proof sketches, with roughly 400 formally verified using the Coq proof assistant.
claudereasoningresearchllmlong-context+5+4+3+2+1
NEWS// 6h ago
Claude Fable 5.5 leaks with 3D, code-to-video
Internal checkpoints and early tester reports confirm Anthropic is quietly grey-testing Claude Fable 5.5 with select partner accounts. The unreleased frontier reasoning model reportedly routes past Fable 5.1 and 5.2, bringing major performance gains across procedural 3D synthesis, SVG creation, and code-to-video generation.
claude-fablefable-5-5llmreasoning3d-gencode-generationvideo-gen+7+6+5+4+3+2+1
UPDATE// 6h ago
Tesseract embeds video timeline inside ChatGPT
Mirage updated its Tesseract plugin to embed an interactive video timeline directly beside ChatGPT conversations. Users can prompt their agent for frame-accurate cuts and layer adjustments while watching non-destructive edits update in real time.
tesseractchatgptvideo-genagenttool-usemultimodallocal-first+7+6+5+4+3+2+1
LAUNCH// 6h ago
Tokyo Now debuts real-time AI pixel map
Built by Netlify engineer Elad Rosenheim, the application autonomously aggregates local listings, social posts, and transit feeds every five minutes, using LLMs to extract live events and push changes instantly over WebSockets. The entire architecture runs on Netlify Server, Netlify Database, and Netlify's AI Gateway without external backend infrastructure.
tokyo-nownetlifyagentstreamingimage-gensearchcloud+7+6+5+4+3+2+1
BENCHMARK// 5h ago
Drex Max tops Artificial Analysis Decision Index
Nace AI's multimodal 27B model scored 72.6 on the Artificial Analysis Decision Index, capturing first place ahead of Claude Haiku 5.5 and GPT-6 Luna. By predicting discrete choices in a single forward pass instead of generating text autoregressively, it delivers 183ms latency and $103 pricing per million tasks.
drex-maxbenchmarkevaluationagentopen-weightsmultimodalstructured-output+7+6+5+4+3+2+1
UPDATE// 5h ago
Interior AI adds 3D floor plan walkthroughs
Pieter Levels demonstrated a new capability for Interior AI that generates interactive 3D walkthroughs directly from 2D floor plans. The pipeline automatically imagines missing furniture and room layouts in roughly five minutes on a budget VPS using WebGPU and Three.js.
interior-ai3d-genimage-genvisionmultimodal+5+4+3+2+1
NEWS// 3h ago
NVIDIA eyes Arm CEO Rene Haas
Nvidia's board has informally approached Arm chief executive Rene Haas as a candidate to succeed longtime leader Jensen Huang following his sudden departure. CFO Colette Kress is currently serving as interim CEO while the chipmaker prepares a formal executive search.
nvidiaarmgputraining-infrainference+5+4+3+2+1
LAUNCH// 6h ago
Antimattr Unveils Mnemosyne Voice Hardware
Antimattr’s Project Mnemosyne pairs AI earphones with a control ring for voice-first capture, dictation, conversation summaries, and hands-free control of agents like Claude Code and Codex. The hardware is slated for Q4 2026, with early access reservations open.
project-mnemosynevoice-agentagentspeechsttcoding-agentai-coding+7+6+5+4+3+2+1
TUTORIAL// 6h ago
Netlify Workshop Builds Personal Sites With AI Agents
Netlify’s beginner-friendly workshop walks attendees from zero to a live personal website using Agent Runners, with a live blind build-off comparing AI agents.
agent-runnersagentcoding-agentai-codingdevtoolcloud+6+5+4+3+2+1
UPDATE// 6h ago
ChatGPT dots now handle approved purchases
OpenAI’s dots can complete purchases through ChatGPT Wallet after users review the merchant, items, total, card, and terms, then approve with biometric verification. Checkout uses a tokenized virtual card, keeping actual card details hidden from the merchant and agent.
dotsagentweb-agentcomputer-usetool-usesecurityautomation+7+6+5+4+3+2+1
INFRA// 6h ago
TPU Sync Cuts KV Transfer Latency
Google Cloud open-sourced TPU Sync, a C++ library that moves KV caches and model weights across TPU memory, host RAM, storage, and network tiers. Google reports Qwen3 235B transfer latency falling from seconds to roughly 230 ms. Google Cloud
tpu-synctpuinferencetraining-infraopen-sourcestreamingllm+7+6+5+4+3+2+1
TUTORIAL// 6h ago
AgentSeal audits contamination behind eval scores
AgentSeal Benchmark Forensics is an open-source auditor for AI-agent benchmarks that surfaces public replication, corpus overlap, test exposure, and dataset leakage risks. It helps distinguish contamination evidence from proof of model memorization.
agentseal-benchmark-forensicsevaluationbenchmarkdatasetopen-sourcedevtool+6+5+4+3+2+1
LAUNCH// 6h ago
XERJ Reader-1 Brings Proof to Document QA
XERJ Reader-1 is a waitlist-preview model that answers document questions by generating formulas pointing to exact source words, then executing them with a symbolic engine. It targets auditable extraction from contracts, invoices, emails, and logs at $0.01 per million input tokens, with output free. XERJ announcement: https://xerj.org/blog/xerj-reader-1-waitlist
xerj-reader-1ragstructured-outputreasoningapi+5+4+3+2+1
SECURITY// 3h ago
FaceStealer fake calls net North Korea $400M
The FBI revealed that North Korean state-sponsored hackers stole over $400 million in cryptocurrency using "FaceStealer," an 18-month social engineering campaign targeting crypto and open-source developers. Attackers lured targets into video calls on counterfeit conferencing apps, playing pre-recorded webcam footage of trusted contacts to trick victims into downloading malware disguised as audio fixes.
facestealersecuritysafetyopen-source+4+3+2+1
INFRA// 6h ago
Executor Turns MCP Into Portable Agent Infrastructure
Executor turns connected accounts and integrations into reusable TypeScript apps exposed through one MCP endpoint, with credentials kept out of agent context. Apps can also add storage, UIs, schedules, webhooks, and workflows across hosted, local, or self-hosted deployments.
executoragentmcptool-useautomationdevtoolopen-sourceself-hosted+8+7+6+5+4+3+2+1
UPDATE// 6h ago
Cloudflare Ships Spend Caps for Workers, Durable Objects
Cloudflare has made Spend Management generally available for Workers and Durable Objects, adding opt-in spending caps and alerts to prevent runaway bills. Support for additional Cloudflare products is planned next.
cloudflare-spend-managementclouddevtoolobservabilitypricingautomation+6+5+4+3+2+1
NEWS// 7h ago
Claude Code Teases Skills Over MCP
A developer’s inspection reportedly found dormant Skills-over-MCP support inside Claude Code, though the capability is not publicly enabled. The implementation would align with finalized MCP SEP-2640, which defines on-demand skill discovery and retrieval through MCP resources.
claude-codemcpagentcoding-agentai-codingdevtooltool-use+7+6+5+4+3+2+1
UPDATE// 7h ago
Delta Gives Agents Code Provenance
Delta, Zed’s multiplayer coding environment, is previewing a capability that lets agents trace code back to the threads, decisions, and reasoning that shaped it. Built on DeltaDB, it preserves context between Git commits so agents can understand not just what code does, but why it exists.
deltaagentcoding-agentai-codingcontext-engineeringagent-memorydevtool+7+6+5+4+3+2+1
UPDATE// 7h ago
Mastra Guardrails Expose Decision Audit Logs
Mastra’s ClassifierProcessor exposes an onDecision callback that lets developers write every guardrail outcome—including allowed, filtered, aborted, and failed classifications—to their own audit log. Each event can include answers or errors, duration, and relevant run identifiers.
mastraguardrailsagentsafetyobservabilityframework+6+5+4+3+2+1
UPDATE// 7h ago
OpenBot 0.70.0 adds media workflows
OpenBot 0.70.0 brings image and video generation to its visual workflow canvas, supporting GPT Image, Grok Imagine, image-to-video starting frames, reference images, and pasted assets. Sunra connectivity extends the canvas to additional creative models and services.
openbotmultimodalimage-genvideo-genautomationagentdevtool+7+6+5+4+3+2+1
INFRA// 7h ago
SGLang Consortium Unites Inference Heavyweights
LMSYS launched the SGLang Consortium with NVIDIA, AMD, Intel, Google, Meta, Cloudflare, Modal, and RadixArk to coordinate open-source inference development. The group will focus on frontier models, multimodal workloads, distributed serving, and hardware optimization while SGLang maintainers retain technical control.
sglanginferenceopen-sourceframeworkgpumlopsmultimodal+7+6+5+4+3+2+1
INFRA// 7h ago
Vercel Workflows Makes Durable Agents Faster
Vercel says Workflow SDK 5 significantly reduces latency between an agent’s first action and subsequent steps while strengthening encryption and security. Vercel Workflows provides managed durability, retries, observability, and stateful execution for production AI agents.
vercel-workflowssdkagenttool-usesecuritycloud+6+5+4+3+2+1
UPDATE// 7h ago
ADE Adds Passwords Without Exposing Them
ADE adds password support to its built-in browser, letting agents use saved logins and API keys without revealing the secrets in chat. Credentials autofill directly into pages, while unsaved logins appear as user-entered cards.
adeagentweb-agentcomputer-usesecuritytool-use+6+5+4+3+2+1
UPDATE// 6h ago
ClickUp adds granular AI admin controls
ClickUp’s new AI Admin Controls let workspace owners set role defaults, grant individual exceptions, select models across Brain, Super Agents, and Artifacts, and cap monthly spend. The controls are temporarily free on all plans.
clickup-aiagenttool-useautomationmcppricingdevtool+7+6+5+4+3+2+1
NEWS// 7h ago
CodeRabbit audits 1,125 repos, offers free scans
CodeRabbit scanned 1,125 public repositories with its agentic Deep Scan engine, discovering 1,215 high and critical vulnerabilities across open-source codebases. To counter continuous automated attacks, the company is offering up to $1,000 in free deep scans for developer teams.
coderabbitsecuritycode-reviewai-codingagentopen-sourcedevtool+7+6+5+4+3+2+1
BENCHMARK// 7h ago
GameFeel Benchmark 1.5 lands on Priors
Priors has published the GameFeel Benchmark v1.5 leaderboard evaluating 19 frontier AI models on game development, mechanics design, and balancing across 12 unpublished games. Anthropic's Fable 5.2 High tops the rankings with a score of 52.4, closely followed by Google's Gemini 4 Carbon High at 51.1.
gamefeel-benchmarkpriorsbenchmarkevaluationai-codingllm+6+5+4+3+2+1
NEWS// 7h ago
Witcher 3 taps AI for Geralt voice
CD Projekt Red partnered with Ukrainian voice-AI startup Respeecher to help actor Jacek Rozenek reprise his Polish voice role as Geralt of Rivia in The Witcher 3 following a debilitating stroke. With Rozenek's consent, Respeecher trained models on his original 2014 recordings to match his current performance to his pre-stroke vocal tone.
the-witcher-3-wild-huntrespeecherspeechaudio-genethics+5+4+3+2+1
UPDATE// 7h ago
Plannotator Inbox adds Grok, cloud agents
Plannotator updated its human-in-the-loop review interface to support remote and cloud-hosted assistants like Grok Bot, Meta's Muse, and Hermes Agent. Developers can now triage plans, review diffs, and unblock autonomous multi-agent runs from a unified local inbox.
plannotatorcoding-agentai-codingagentcode-reviewdevtoollocal-first+7+6+5+4+3+2+1
UPDATE// 8h ago
Google Antigravity pairs Carbon with /swarm
Google Antigravity adds Gemini 4 Carbon alongside the preview `/swarm` workflow, which coordinates specialized agents in parallel across isolated git worktrees. Shared message boards, adversarial verifiers, and live execution graphs make multi-agent coding more observable and testable.
google-antigravityai-codingcoding-agentagentdevtooltestingcli+7+6+5+4+3+2+1
OPEN SOURCE// 5h ago
Claude Trading Skills structures investor workflows
The open-source toolkit packages modular Claude Code skills and web-app workflows for equity research, risk sizing, and trade journaling. Designed for time-constrained retail investors, it structures systematic market reviews without delegating execution to AI.
claude-trading-skillsclaude-codeagenttool-usedevtoolopen-source+6+5+4+3+2+1
RESEARCH// 8h ago
Qwen SkillDuet Co-Evolves Models, Skills
SkillDuet jointly evolves LLM parameters and reusable textual skills during reinforcement learning. On Qwen3-4B, it reports 98.57% success on ALFWorld and 92.97% on WebShop, outperforming a matched SEED-API baseline.
skillduetllmtrainingdistillationagentresearch+6+5+4+3+2+1
OPEN SOURCE// 7h ago
llama.cpp hits 1.0 with stable API
Georgi Gerganov and the ggml team released llama.cpp v1.0.0, committing to formal semantic versioning and long-term C and ABI stability after more than three years of development. The milestone cleans up dozens of deprecated legacy functions, formalizes multi-architecture support, and hardens the built-in HTTP server.
llama-cppinferenceopen-sourcelocal-firstllmquantization+6+5+4+3+2+1
UPDATE// 7h ago
Merge Gateway adds MiniMax H3-Image
Merge Gateway now supports MiniMax H3-Image, enabling developers to route requests to the open-weight image generation and editing model through a unified API. The model delivers native 4K outputs in under ten seconds and handles multi-image edits using up to 16 reference images.
merge-gatewayminimaximage-geninferenceopen-weightsapi+6+5+4+3+2+1
BENCHMARK// 7h ago
Gemini 4 Hydrogen takes #3 on Vending-Bench 2
Google DeepMind's newly released Gemini 4 Hydrogen ranked third on Andon Labs' Vending-Bench 2, generating roughly $14,500 in simulated profit across a 365-day business run. The result places the high-speed model behind only Gemini 4 Carbon and GPT-6 Astra, while out-earning heavier frontier models like GPT-6.1 Sol and Claude Sonnet 5.5 at a fraction of their inference cost.
gemini-4-hydrogenvending-benchbenchmarkevaluationagentllmreasoning+7+6+5+4+3+2+1
INFRA// 7h ago
Hyper3D Rigging lands on fal
DeemosTech’s Hyper3D Rigging is now available on fal, bringing automated rigging for humans, animals, birds, dragons, and kaiju into an API workflow. Developers can define custom skeletons with a bone list or natural-language prompt, add finger bones, and apply 280+ stock animations.
hyper3d-rigging3d-genapiinferencedevtoolcloudhosted-service+7+6+5+4+3+2+1
UPDATE// 7h ago
ChatCut adds Seedream 5.5 image editing
ChatCut now integrates ByteDance’s Seedream 5.5 for prompt-driven image generation, multi-round edits, native transparent output, and sharper small text. Generated assets move directly into ChatCut’s video timeline for animation, captions, voiceover, and music.
chatcutseedream-5-5image-genmultimodalvisionagentautomation+7+6+5+4+3+2+1
UPDATE// 8h ago
OpenBot Adds Multiplayer AI Workspaces
OpenBot’s Multiplayer Mode lets coworkers and AI agents collaborate in shared channels, keeping project conversations and files together. The local-first workspace supports multiple model providers while preserving each agent’s own context and workspace.
openbotagentdevtoolopen-sourceself-hostedautomation+6+5+4+3+2+1
UPDATE// 8h ago
Devin Apps turns cloud computers into app hosts
Cognition’s Devin Apps let developers run private, shareable web applications directly on Devin’s cloud computer, targeting internal tools, preview deployments, and extensions built around an agent session. The feature expands Devin from an autonomous coding workspace into a runtime for the software it creates.
devin-appscloudhosted-servicedevtoolai-codingcoding-agentautomation+7+6+5+4+3+2+1
MODEL// 8h ago
ERNIE 5.5 Flash Turns Prompts Into Videos
Baidu’s ERNIE 5.5 Flash Preview generated a short recursive self-improvement explainer end to end, using pi as the agent harness and ElevenLabs for voice. The 280B-parameter mixture-of-experts model activates 14B parameters per token and supports a 1M-token context window.
ernie-5.5-flash-previewllmagentvideo-gentool-usettsautomation+7+6+5+4+3+2+1
UPDATE// 8h ago
Creem Puts Growth Tools in One Hub
Creem has made its Growth Hub available to every store, letting merchants enable growth tools per product and see which channels convert into sales. The update extends Creem’s broader push to combine billing, affiliates, short links, attribution, and recovery workflows in one platform.
creemdata-toolsautomationapipricinghosted-servicedevtool+7+6+5+4+3+2+1
NEWS// 7h ago
Zig beats C for systems programming
Author Mihalis Tsoukalos outlines why Zig serves as a pragmatic replacement for C in modern systems programming without sacrificing bare-metal control. Key benefits include defer-based cleanup, bounds-checked slices, compile-time metaprogramming, and seamless cross-compilation via zig cc.
zigcdevtoolopen-sourcedebuggingtestingsafety+7+6+5+4+3+2+1
OPEN SOURCE// 8h ago
Jane Street Agent Skills Gain Momentum
Jane Street’s MIT-licensed agent_skills repository packages reusable agent behavior as portable SKILL.md files, starting with a Socratic tutor. The tutor diagnoses learners, tracks mastery from 0–5, asks one question at a time, uses spaced review, and ends with an assessment.
agent-skillsagentprompt-engineeringcontext-engineeringopen-sourcedevtool+6+5+4+3+2+1
LAUNCH// 9h ago
AuralKit 3.0 adds video track transcription
AuralKit 3.0 introduces targeted audio track transcription from local video files on iOS and macOS, preserving accurate media timeline timestamps. The release also overhauls session lifecycle controls with dedicated finish and cancel operations and enhances ScreenCaptureKit audio conversion.
auralkitsttspeechsdkopen-sourceedge-aistreaming+7+6+5+4+3+2+1
NEWS// 8h ago
Gemini 4 Hydrogen tops Argon, Huang exits Nvidia
Google's speed-tuned Gemini 4 Hydrogen outscores frontier sibling Argon on default intelligence benchmarks while Nvidia CEO Jensen Huang resigns effective immediately amid relationship and national-security scrutiny. Rounding out a seismic day in AI, Axiom Math machine-verifies Faltings' theorem in Lean 4, agentic research lab Mirendil raises a $1B Series A, and SpaceX commits $74B to AI supercompute campuses in Texas and Arizona.
gemini-4-hydrogenllmlong-contextreasoningai-codingcoding-agenttraining-infrafunding+8+7+6+5+4+3+2+1
NEWS// 9h ago
Mailcheap burns $4K in Cursor tokens
Indie founder Marc Lou revealed building open-source newsletter platform MailCheap racked up roughly $4,000 in Cursor usage on Claude Opus, making it his first unprofitable launch. The breakdown highlights the steep cost curve of relying on frontier reasoning models for end-to-end vibe coding.
cursormailcheapai-codingcoding-agentidedevtoolpricing+7+6+5+4+3+2+1
NEWS// 7h ago
NVIDIA’s Chip Avalanche Exposes AI’s Circular Bet
A Wall Street Journal report says Jensen Huang warned that prepaid wafers and memory were arriving like an “avalanche” as cloud customers shifted toward in-house chips. NVIDIA’s financing and infrastructure partnerships helped sustain demand, but intensified concerns about circular AI spending and excess capacity.
nvidiagputraining-infracloudfundingpricing+6+5+4+3+2+1
UPDATE// 9h ago
Lightpanda 1.0.4 ships multi-page CDP, rich-text input
Lightpanda, the Zig-built headless browser designed from scratch for AI agents and web automation, has released version 1.0.4 with multi-page CDP contexts, an experimental --wait-until settled lifecycle flag, opt-in CSS animation events, and rich-text typing support for CKEditor, Slate, and Draft.js. The update also upgrades its built-in MCP server with incremental accessibility tree diffs, popup window tracking, and SSE tool streaming.
lightpandaweb-agentagentautomationmcpdevtoolopen-source+7+6+5+4+3+2+1
INFRA// 8h ago
EigenFlux Builds Agent Broadcast Network
EigenFlux is an open-source communication network where AI agents broadcast knowledge, needs, and capabilities, then receive semantically matched signals. Its research-preview architecture combines agent discovery, natural-language subscriptions, governance, and direct collaboration.
eigenfluxagentapiframeworkopen-sourcecloud+6+5+4+3+2+1
VIDEO// 17h ago
Higgsfield Restyles Animation Into New Visual Formats
Higgsfield transforms existing animation footage into comic-book, hand-painted, felt, and toy-like styles while preserving the original performance, camera movement, and framing. The workflow lets creators generate multiple visual treatments from one finished take.
higgsfieldvideo-genmultimodalautomationhosted-service+5+4+3+2+1
THURSDAY // 2026-11-12
7 itemsNOV 12
PT45S
// WATCH
Claude Code Animation LEVELED UP
+1
Eric Michaud
PT1M47S
// WATCH
They Got Zelda Running on PC Without an Emulator #programming #zelda #emulator
Better Stack
PT42M20S
// WATCH
Stop Picking The Wrong Model
+2
Theo - t3․gg
PT32M20S
// WATCH
Gemini 4 Hydrogen Is the BEST Flash Model Yet – Full Test!
+2
Bijan Bowen
PT2M46S
// WATCH
They Deleted Part of an AI's Brain… and It Got Smarter?! #ai #llm #research
+1
Better Stack
PT13M43S
// WATCH
It’s Happening... SUPERHUMAN AI Is Almost Here! (Everything Changes)
+5
AI Revolution
PT34M38S
// WATCH
Cyber at the Frontier
+6
OpenAI