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Latest Field Note//field note//42d ago
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.
ai-codingcoding-agentmarkdownhtmlprompt-injection
READ NOTETHURSDAY // 2026-07-02
69 itemsJUL 02
// WATCH
The IDE is dead. Now what?
Augment Code
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ChatGPT’s New 5.6 Updates are CRAZY! New Models, New Settings & Features
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Rob The AI Guy
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Your dirty CSS secrets
Syntax
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Fable 5 Released! Is It Better Than Sonnet 5? #shorts
Income stream surfers
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World Models Collapse into a Phase Transition - WHAT?
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Discover AI
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UUID DB
The PrimeTime
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Building custom code models for Ericsson proprietary silicon | AI Now Summit 2026
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Mistral AI
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Domain AI models fine-tuned with proprietary knowledge | AI Now Summit 2026
Mistral AI
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The AI sovereignty paradox: Scalable ecosystems for trusted AI adoption | AI Now Summit 2026
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Mistral AI
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Advancing innovation at the European Patent Office | AI Now Summit 2026
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Mistral AI
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China's Models No Longer Need Western Hardware
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Prompt Engineering
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Best practices for building autonomous AI workflows | AI Now Summit 2026
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Mistral AI
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Rethinking the architecture of agentic systems | AI Now Summit 2026
+1
Mistral AI
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Mistral robotics and physical AI | AI Now Summit 2026
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Mistral AI
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Channelling the power of LLMs to unlock ancient archives | AI Now Summit 2026
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Mistral AI
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Building interconnected AI for complex operations | AI Now Summit 2026
Mistral AI
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Luxembourg's sovereign AI playbook for Europe | AI Now Summit 2026
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Mistral AI
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AI infrastructure is the new critical infrastructure | AI Now Summit 2026
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Mistral AI
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AI for earth observation: Building the future with EVE | AI Now Summit 2026
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Mistral AI
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Co-developing scaffolds & models hand-in-hand | AI Now Summit 2026
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Mistral AI
RESEARCH// 48m ago
Stanford introduces AutoMem memory framework
Developed by Stanford, AutoMem is a research framework that transforms agent memory management into a trainable cognitive skill, allowing agents to dynamically encode, retrieve, and organize information. By treating memory operations as first-class actions optimized via a dual-loop system, it achieves a 2x to 4x performance boost on long-horizon tasks.
metamemoryagentmemory-managementreinforcement-learningstanfordautomem+6+5+4+3+2+1
MODEL// 1h ago
Claude Fable 5 excitement turns to frustration
A social media post highlights that the initial hype surrounding the Fable 5 release has rapidly dissipated, with the poster's timeline now filled with complaints about the model's limitations, safety guardrails, and pricing. The author reflects fondly on the launch of Claude Opus 4.5, noting that they miss its seamless developer experience and overall 'aura.'
claude-fable-5anthropicai-modelsuser-feedbacksafety-guardrails+5+4+3+2+1
LAUNCH// 1h ago
Cognition launches Devin security remediation program
Cognition has announced the Devin Security Vulnerability Remediation Program, a six-week structured engagement aimed at helping security teams proactively resolve their vulnerability backlogs. Rather than just identifying issues, the program embeds Cognition engineers alongside Devin, which uses Devin Security Swarm to ingest reports, reproduce vulnerabilities in isolated sandboxes to confirm exploitability, and draft verified patches for human review.
aisecuritydevincognitiondevsecopsvulnerability-remediationautomation+7+6+5+4+3+2+1
UPDATE// 1h ago
Vercel AI CLI adds models command
Vercel Labs has introduced a new feature to its command-line tool, ai-cli, enabling developers to run `ai models [model]` to retrieve comprehensive metadata about specific AI models directly from the terminal. The returned information includes capabilities, context window sizes, pricing, and provider metadata, with support for `--json` output to facilitate easy scripting and automation.
vercel-ai-clivercelcliaidevtool+5+4+3+2+1
UPDATE// 1h ago
Antigravity CLI v1.0.15 ships Windows improvements
The development team behind Antigravity CLI has released version 1.0.15, marking the first release of July. This update introduces significant improvements for Windows users, reflecting the team's commitment to a rapid, weekly release cycle fueled directly by user feedback and bug reports.
antigravity-cliproduct-updatedevtoolwindowsai-coding-agents+5+4+3+2+1
UPDATE// 1h ago
Browser Use CLI 3.0 enables direct CDP control
Browser Use CLI 3.0 introduces direct Chrome DevTools Protocol (CDP) control via a custom browser-harness, support for running on cloud browsers or local Chrome, and a 6× smaller package size that uses significantly fewer tokens. This release allows developers to convert any large language model into a state-of-the-art browser agent, enabling automated navigation, form filling, and multi-step browser workflows with improved efficiency and lower cost.
browser-usecliweb-agentopen-sourcecdpautomation+6+5+4+3+2+1
TUTORIAL// 2h ago
Claude UGC workflow slashes campaign costs
A post by X user @doublenickk outlines a three-tool AI workflow designed to completely disrupt the economics of User-Generated Content (UGC) campaigns, which traditionally cost $3,000 to $5,000 per shoot due to creator fees and reshoots. By using Claude to draft detailed actor briefs, write scripts, and specify scene directions—including tone, pacing, and verbal delivery—the workflow automates the pre-production and creative direction stages, dramatically reducing video production overhead.
ugcai-videoclaudeautomationvideo-marketingcontent-creation+6+5+4+3+2+1
UPDATE// 2h ago
ZenMux restores Claude Fable 5, adds bonus
ZenMux has restored access to Anthropic's Claude Fable 5 model on its unified LLM gateway. To support developers conducting extensive testing, the platform is offering a 20% credit bonus for configuring auto top-ups.
zenmuxclaude-fable-5anthropicllm-gatewaydeveloper-toolsai-infrastructure+6+5+4+3+2+1
MODEL// 2h ago
Huawei open-sources openPangu-2.0-Flash MoE model
Huawei has released openPangu-2.0-Flash, a 92-billion parameter Mixture-of-Experts (MoE) model trained natively on the Ascend NPU architecture with a 512K context window. The release includes model weights, inference code, and training operators optimized using Multi-head Latent Attention (MLA) and Multi-Token Prediction (MTP).
openpangumoehuaweiascendllmopen-source+6+5+4+3+2+1
RESEARCH// 2h ago
New framework tests LLM physics literacy
This research paper introduces a four-stage diagnostic framework to evaluate whether frontier LLMs possess genuine physics reasoning when tested in counterfactual physical worlds. The study reveals that modern LLMs struggle in these environments, showing a significant gap between qualitative intuition and quantitative precision.
artificial-intelligencellmphysicsevaluationbenchmarkingcounterfactual-reasoning+6+5+4+3+2+1
INFRA// 3h ago
VAST Data Platform maximizes GPU utilization
The VAST Data Platform is designed to keep GPUs highly utilized in AI factories by providing a unified storage and database architecture. It addresses the high-throughput, low-latency requirements of continuous fine-tuning and the complex, dynamic data loops necessary for multi-agent workflows.
vast-data-platformstoragedatabasegpu-utilizationai-infrastructureai-factories+6+5+4+3+2+1
RESEARCH// 3h ago
LLM agents face sudden world-model collapse
This study reveals that long-horizon LLM agents experience sudden world-model collapse as task complexity increases, even while continuing to output fluent reasoning. To support these findings, the authors released an experimental framework to simulate and map these transitions.
llm-agentsworld-model-collapsephase-transitionslong-horizon-planningagent-evaluationresearch+6+5+4+3+2+1
RESEARCH// 3h ago
AdaJEPA enables adaptive latent world models
AdaJEPA is a machine learning framework designed to enable latent world models to continuously adapt during test-time deployment without requiring additional expert demonstrations. By integrating real-time, self-supervised updates directly into the Model Predictive Control planning cycle, it allows agents to handle distribution shifts on the fly.
adajepaworld-modelstest-time-adaptationmachine-learningroboticsmodel-predictive-controljepaai-research+8+7+6+5+4+3+2+1
VIDEO// 3h ago
Moeve, Mistral AI co-develop P&ID Analyzer
Moeve and Mistral AI have collaborated on an AI-powered P&ID Analyzer to digitize legacy Piping & Instrumentation Diagrams into queryable graph databases. The tool uses vision models and LLMs to automatically identify schematic symbols, extract text tags, and trace connections, enabling engineers to search and troubleshoot schematics computationally.
moevemistral-aip&id-analyzercomputer-visiongraph-dbindustrial-aipiping-&-instrumentation-diagram+7+6+5+4+3+2+1
NEWS// 3h ago
OeAW, Mistral AI Build Ancient Greek LLM
The Austrian Academy of Sciences (OeAW), in collaboration with Mistral AI and Sail Reply, is developing Apollo, a specialized large language model tailored for ancient Greek. Built to aid researchers in the digital humanities, Apollo facilitates automatic text restoration of damaged papyri, advanced semantic searches, and handwriting decipherment.
apollomistral-aioeawancient-greekllmmultimodaldigital-humanitieshistorypapyrology+9+8+7+6+5+4+3+2+1
NEWS// 3h ago
Qualcomm unveils Dragonfly AI compute platform
Qualcomm has introduced Dragonfly, a new data center platform utilizing a 3D-stacked near-memory compute architecture called High Bandwidth Compute (HBC). By bonding compute units directly beneath LPDDR DRAM stacks, this design bypasses expensive 2.5D packaging to offer up to 6x higher bandwidth-per-watt for AI workloads.
qualcomm-dragonflyqualcommnear-memory-computehigh-bandwidth-computesemiconductorsai-hardwaredragonfly+7+6+5+4+3+2+1
VIDEO// 3h ago
ElevenLabs showcases core AI audio tools
ElevenLabs has released a concise 100-second overview video introducing its generative audio and voice technology ecosystem. The video outlines their three primary pillars: ElevenCreative, an all-in-one suite for creating ultra-realistic voiceovers, dubbing, sound effects, and music; ElevenAgents, which allows businesses to build and deploy conversational voice and chat interfaces; and the ElevenAPI, enabling developers to integrate realistic text-to-speech, voice cloning, and audio capabilities directly into their applications.
aiaudiovoice-generationspeech-synthesisdevelopersconversational-ai+6+5+4+3+2+1
VIDEO// 3h ago
EPO builds structure-preserving Mistral OCR pipeline
The European Patent Office (EPO) has integrated Mistral AI's structure-aware OCR technology to convert complex patent documents into clean, structured markdown and compliant ST36 XML. By partnering with a European AI provider, the EPO also addresses key digital sovereignty and regulatory requirements for sensitive patent data.
ocrdocument-parsingmistral-aieuropean-patent-officeenterprise-ai+5+4+3+2+1
BENCHMARK// 4h ago
Bridgemind blames guardrails for Fable 5 fallbacks
Bridgemind AI clarified that Fable 5's low BridgeBench score of 25.9 was caused by strict safety guardrails triggering fallbacks to Opus 4.8, rather than model changes. Only three tasks ran completely on Fable 5 without triggering these safety classifiers, highlighting how guardrails can limit agentic developer workflows.
fable-5bridgebenchbridgemind-aiguardrailsbenchmarkllmdevtoolopus-4.8+8+7+6+5+4+3+2+1
INFRA// 1h ago
Infineon opens €5B Dresden chip fab
Infineon Technologies has opened its new €5 billion Smart Power Fab in Dresden, Germany, supported by €1 billion under the EU Chips Act. The facility will double manufacturing capacity at the site, producing power semiconductors and analog chips for AI data centers and electric vehicles.
semiconductorsinfineonhardwarechip-manufacturingdresdengermanyeu-chips-actpower-management+8+7+6+5+4+3+2+1
BENCHMARK// 4h ago
Claude Fable 5 performance plummets on BridgeBench
BridgeMind re-ran the July 1st version of Claude Fable 5 on its BridgeBench coding benchmark and observed severe performance degradation, with debugging scores dropping from 86.2 to 25.9 and refactoring from 73.6 to 38.4. This drop is attributed to overly strict guardrails triggering silent fallback to Opus, causing tasks to fail automatically.
claudefable-5bridgebenchbenchmarkssafetyguardrailsllmcoding-agents+8+7+6+5+4+3+2+1
NEWS// 1h ago
AI fake news site 'The Editorial' goes viral
Joshua Benton of Nieman Lab exposes a viral, fabricated article on "The Editorial" that falsely claimed a conservative media company gutted 47 weekly newspapers to replace them with AI. Despite being false, the story spread rapidly on Bluesky and Reddit, highlighting a new disinformation tactic where AI-generated sites adopt a meta-criticism narrative to build credibility.
aigenerative-aifake-newsjournalismmediadisinformationsocial-media+7+6+5+4+3+2+1
OPEN SOURCE// 5h ago
Harvard open-sources ML systems textbook
Derived from Harvard University's CS249r course, "Machine Learning Systems" is an open-access textbook and curriculum focused on the end-to-end systems engineering challenges of modern AI. It covers data engineering, hardware deployment, and MLOps, featuring over 50 hands-on labs where students build a deep learning framework from scratch.
tinymlllmsystems-engineeringeducationdeep-learningharvardcourse-materialsopen-source+8+7+6+5+4+3+2+1
UPDATE// 5h ago
LocalCan 3.0 beta.6 adds MCP integration
LocalCan 3.0 beta.6 introduces support for the Model Context Protocol (MCP), enabling AI agents to drive the tool directly. Agents can now programmatically expose ports (e.g., port 3000) to get a public URL, inspect actual webhook request data to diagnose failures, and manage the lifecycle of exposed URLs.
localcanmcplocal-developmentagentwebhooksdevtoolnetworkingtool-use+8+7+6+5+4+3+2+1
MODEL// 6h ago
GPT-5.6 Sol Ultra beats Claude Fable 5
OpenAI's new GPT-5.6 Sol Ultra model scored a dominant 91.9% on the TerminalBench 2.1 benchmark, outperforming Anthropic's newly returned Claude Fable 5. The mid-tier GPT-5.6 Terra tied Fable 5 at 84.3%, signaling increased performance and price pressure in the developer agent market.
anthropicopenaiclaude-fable-5gpt-5.6terminalbench+5+4+3+2+1
OPEN SOURCE// 7h ago
OpenDesign is a local-first, open-source AI design workspace that empowers coding agents with pre-configured UI layouts and design constraints.
OpenDesign by nexu-io is a self-hosted, local-first alternative to cloud-based AI design systems. Built with Next.js, Express, and SQLite, it acts as a design engine for local coding agents (such as Claude Code, Cursor, and Gemini CLI) by auto-detecting CLI tools on the system path. Under a Bring Your Own Key (BYOK) model, developers maintain full control over credentials and data residency while using a structured skill-driven workflow to generate design artifacts. These artifacts can be previewed in a sandboxed environment and exported to formats like HTML, PDF, PPTX, and MP4.
open-sourcelocal-firstai-designcoding-agentsbyokfrontend-developmentnexu-io+7+6+5+4+3+2+1
POLICY// 5h ago
EU court upholds ��4.1B Android fine
The European Court of Justice has rejected Google's final appeal, upholding a record €4.1 billion antitrust fine for anti-competitive practices on its Android operating system. The ruling concludes a long-running dispute over Google forcing manufacturers to pre-install Search and Chrome.
antitrustgoogleandroideuropean-unionregulationmobile+6+5+4+3+2+1
UPDATE// 8h ago
Moonshot Kimi 2.7 Code lands in Cursor
Cursor has integrated support for Kimi 2.7 Code, a newly released mixture-of-experts model from Moonshot AI designed for end-to-end coding tasks and multi-turn reasoning. Despite Kimi 2.7's open weights and large 256K-token context window, early feedback from developers indicates that it does not surpass the overall coding efficacy of Cursor's proprietary Composer 2.5 model.
cursorkimi-2.7codingllmmoonshot-aiproduct-update+6+5+4+3+2+1
OPEN SOURCE// 10h ago
self-learning-skills helps AI agents remember workflows
self-learning-skills addresses the persistent memory gap in AI coding agents by providing a structured framework that detects "golden paths" during development and automatically saves them as reusable rules or skill files for popular platforms like Claude Code and Cursor. By automating the persistence of debugging workflows and successful solutions, it helps agents avoid repeating past mistakes, significantly lowering session token costs and developer friction.
self-learning-skillsagentdevtoolopen-sourceagent-memoryproductivityself-improvementartificial-intelligence+8+7+6+5+4+3+2+1
NEWS// 10h ago
BMW deploys Figure 03 humanoid robots
Figure AI's new Figure 03 humanoid robot, powered by the Helix 02 visual-motor AI system, has been deployed in production at BMW's Spartanburg factory. The robots are being utilized to automate logistics and sequencing tasks, demonstrating the commercial readiness of advanced visual-motor AI models in active automotive production lines.
roboticshumanoidfigure-aifigure-03helix-02bmwautomotivemanufacturinglogisticsautomation+10+9+8+7+6+5+4+3+2+1
UPDATE// 10h ago
Google tests upgraded Gemini Flash on Arena
A new, upgraded Gemini Flash checkpoint under temporary names like "Gemini 3.6 Flash" and "Gemini 4 Flash" is being A/B tested on LMSYS Chatbot Arena. Early testers report significant improvements in output quality, SVG code generation, and voxel art creation.
googlegemini-flashchatbot-arenalmsysaillmmodel-testing+7+6+5+4+3+2+1
LAUNCH// 4h ago
Scritty terminal builds shared memory via MCP
scritty is a local, privacy-focused terminal emulator that captures conversations from CLI-based AI coding agents (including Claude, Codex, Copilot, Antigravity, and Ollama) and indexes them into a unified searchable corpus. It serves this memory back to the agents over the Model Context Protocol (MCP) and provides CLI access for users across desktop, browser, and mobile platforms.
productivitydevtoolartificial-intelligencemcpcliterminal-emulatortool-use+7+6+5+4+3+2+1
LAUNCH// 4h ago
Solaris launches enterprise AI upskilling platform
Developed by Build Club, Solaris is an enterprise AI adoption and upskilling platform that helps companies transition from fragmented experiments to structured, role-based capability building. The platform assesses employee AI fluency, provides tailored learning modules, and tracks adoption to integrate AI into daily workflows.
educationartificial-intelligenceonline-learningenterpriseupskilling+5+4+3+2+1
LAUNCH// 4h ago
Quick Sub 2 brings direct canvas subtitling
Quick Sub 2 is a native macOS application built with SwiftUI that offers direct canvas control for creative video subtitling. The app features batch styling, a dynamic timeline scaling from 0.1x to 10x, and local project persistence using the custom qsub2 format.
macdesign-toolsvideovideo-editingswiftuisubtitlenative+7+6+5+4+3+2+1
LAUNCH// 4h ago
Context.dev launches unified web context API
Backed by Y Combinator, Context.dev provides a developer-friendly API to scrape, crawl, and convert web pages into clean, LLM-ready Markdown. The platform also supports structured data extraction, brand asset retrieval, and transaction enrichment to eliminate custom scraping infrastructure in AI workflows.
apiartificial-intelligencedataweb-scrapingdeveloper-tools+5+4+3+2+1
OPEN SOURCE// 4h ago
Flowly launches open-source personal AI agent
Flowly is a native, privacy-first personal AI agent for desktop and iPhone that runs locally using your own API keys. It maintains persistent local memory of projects and files, integrating directly with the OS via a global hotkey, menubar, and notch overlay to perform tasks across applications.
flowlyartificial-intelligenceproductivityopen-sourcedesktopiosprivacyagent+8+7+6+5+4+3+2+1
LAUNCH// 4h ago
Needle launches proactive GTM sales agent
Needle is an autonomous GTM and sales AI agent that proactively manages sales pipelines directly inside Slack and Teams. By connecting with tools like HubSpot, Gmail, and Gong, it autonomously identifies stalled deals, drafts follow-up messages, prepares reps for calls, and maintains CRM hygiene.
productivitysalesartificial-intelligencegtmautomationslackmicrosoft-teams+7+6+5+4+3+2+1
LAUNCH// 4h ago
Sidedoor maps networks for warm job referrals
Sidedoor is a free job search tool powered by Happenstance (YC W24) that maps a user's connections across Gmail, LinkedIn, Instagram, Twitter, Outlook, and their friends' networks to surface warm referral opportunities. By analyzing a pasted job description, it identifies both direct and second-degree connections who can refer the candidate, helping them avoid cold applications.
hiringproductivitycareernetworkingjob-searchreferrals+6+5+4+3+2+1
LAUNCH// 4h ago
CometChat launches native Unreal Engine SDK
CometChat has released its Gaming Chat SDK for Unreal Engine in beta for Windows, macOS, iOS, and Android, integrating natively as a GameInstanceSubsystem with both C++ and Blueprints support. The SDK features 1:1 and group messaging, player presence tracking, moderation, pre-built UI components, and over 40 real-time delegates for custom UI development.
devtoolgameschat-sdkunreal-enginemultiplayercometchat+6+5+4+3+2+1
LAUNCH// 4h ago
Macro unifies workspace with shared memory
Macro is a unified, keyboard-first workspace that integrates email, messaging, docs, tasks, code, CRM, and AI agents into a single interface. Featuring a shared team memory, the open-source platform allows users and AI agents to query the entire workspace contextually to eliminate context switching.
productivityworkspaceartificial-intelligencetask-managementcollaboration+5+4+3+2+1
LAUNCH// 4h ago
Macuse connects AI clients to macOS apps
Macuse is a native, privacy-first macOS app that connects AI clients like Claude and Cursor to desktop applications via MCP and accessibility APIs. It enables AI agents to access local apps like Calendar and Mail, and perform universal UI automation locally on-device.
macproductivityartificial-intelligencemcpcomputer-useautomationtool-use+7+6+5+4+3+2+1
LAUNCH// 4h ago
PixFit launches AI ad creative resizer
PixFit is an AI-driven creative automation tool designed to help marketing teams and design agencies scale their ad production by instantly resizing a single master asset into multiple platform-specific formats. The tool automatically adjusts to the unique safe zones, margins, and call-to-action positions of channels like TikTok, Meta, and Google, while offering a unique hybrid human fallback service that ensures a professional designer manually delivers the assets within 24–48 hours if the AI output fails to meet quality standards.
design-toolsmarketingdesign-resourcesartificial-intelligencehosted-service+5+4+3+2+1
UPDATE// 4h ago
Basedash Actions enables database writes via MCP
Basedash Actions is a feature update that empowers the Basedash AI agent to perform database writes and external workflows. Users can instruct the agent to modify database records or trigger external API actions via Model Context Protocol, with manual approvals required for all actions.
artificial-intelligencedata-analyticsbusiness-intelligencemcptool-use+5+4+3+2+1
LAUNCH// 4h ago
Nod turns macOS conversations into private notes
Nod is a local AI notepad for macOS that captures, summarizes, and queries conversations in real-time. Operating locally without external meeting bots or audio storage, it converts spoken dialogue into structured notes while ensuring user privacy.
productivitymeetingsartificial-intelligencemacosprivacy+5+4+3+2+1
LAUNCH// 4h ago
Fypro launches creator growth engine
Fypro is an AI platform that builds websites, storefronts, and marketing materials for social media creators using only their TikTok handles. Trained on over 4 million viral TikTok videos, the system automatically suggests niche products, generates scripts in the creator's voice, and builds independent customer lists.
social-mediae-commerceshoppingcreatorsai+5+4+3+2+1
LAUNCH// 4h ago
html.contact converts HTML forms to emails
html.contact is a serverless backend that converts plain HTML forms into functional email contact forms without requiring server-side setup. The service offers a fully featured free tier that lets developers test attachments, logs, spam controls, and APIs before upgrading.
devtoolemailweb-developmentformsproductivity+5+4+3+2+1
LAUNCH// 4h ago
Retrace brings interactive debugging to AI agents
Retrace is a debugging and observability platform for AI agents that lets developers record, replay, and share execution traces. By tracking LLM calls, tool-use, and errors as spans, it allows developers to fork executions at failure points to test prompt or model fixes in real time.
devtoolartificial-intelligencedebuggingobservabilityproductivity+5+4+3+2+1
LAUNCH// 4h ago
adsideō debuts ambient macOS AI companion
adsideō has launched an ambient AI assistant for macOS that runs in the background of everyday tasks. The tool processes screen, meeting, and writing context to proactively draft content, create tasks, and answer queries without manual prompts.
macproductivityartificial-intelligenceambient-aimacos+5+4+3+2+1
LAUNCH// 4h ago
Banger Mail launches macOS shared inbox
Banger Mail is a native macOS application for teams to manage shared email inboxes alongside AI agents. The app allows AI agents to triage and draft emails subject to human approval, and features custom domain integration, thread assignment, and task board tracking.
emailproductivitycustomer-successagentshared-inbox+5+4+3+2+1