Introducing Tolaria! 💧 Today I am releasing a macOS desktop app for managing markdown knowledge bases, and helping both AI and humans operate them. It’s free and open source, and always will be. I have been working on it for three months, and I now use it to run my life and work. I personally have a massive workspace of 10,000 notes — the result of 6 years of Refactoring — which I now operate on Tolaria. Tolaria is the main collaboration surface with my AI agents: they create new notes there, connect them to what exists, and edit existing ones. Everything is easy to understand for them, because it’s just markdown files. In a way, it’s my implementation of @karpathy's LLM wiki. Tolaria is also the biggest experiment I have ever run about writing software with AI: • 2000 commits • 100K lines of code • 3000 tests / 85% coverage • 9.9/10 code health • 70 architecture decision records I am releasing it open source also to use it as a living artifact of how I do AI coding, so you can inspect at any time things like how I write docs, what's in my AGENTS file, what hooks do I run, and so on. You can find it below: • Newsletter announcement: refactoring.fm/p/introducing… • Website: tolaria.md/ • Github repo: github.com/refactoringhq/tol… Let me know your thoughts!

You don't need AI skills to use Magica ⚡ You need one sentence. Magica picks the models. It writes the scripts. It builds the visuals. It handles the edits. The world's only autonomous AI super agent. Try it today. 🔥

👉 @TradeOS_ai is an AI platform for traders. It helps build agents for market monitoring, chart analysis, signals, alerts, and trading workflow automation across stocks, crypto, FX, and commodities. aitoolsdirectory.com/tool/tr…

TeraBox AI is an all-in-one AI workspace inside @TeraBox1024GB for presentations, writing, research, image generation, video generation, transcription, and file conversion. It also includes cloud storage for keeping source files and generated outputs in one place.

Fotor is a browser-based photo editor with AI tools for quick visual jobs: product shots, background/object removal, image enhancement, AI image generation, social graphics and collages. @fotor_com

NoimosAI @noimos_ai is an AI marketing workspace that helps plan campaigns, generate content, manage tasks, and connect different marketing tools in one place. #aitools

Most business data questions take 45 minutes to answer because someone has to find it, format it, and send it. @Adapt connects to your tools and answers in Slack in 1 minute. aitoolsdirectory.com/tool/ad…

Novamira gives AI agents direct access to a real WordPress environment: PHP, WP-CLI, database queries, and file edits. Great for developers working on staging sites, especially if you’re tired of copying logs and code back and forth. aitoolsdirectory.com/tool/no…

Google’s latest redesign replaces ranked links with a generative AI interface designed to keep you on the page. This is zero-click search: Google strips the information from web creators, serves it as its own product surface, and hoards the traffic. time.com/article/2026/05/20/…

OpenAI is adding beta self-serve buying, CPC bidding, and conversion measurement. Useful if you want to test high-intent ChatGPT traffic without buying pure impressions. Still early, but worth watching.

.@tryclico is for people who write across Gmail, Docs, Notion, Slack, and Reddit. It puts AI inside the text box, reads the visible page for context, and can summarize pages, explain highlights, or take voice input. Less tab-hopping. More writing. aitoolsdirectory.com/tool/cl…

.@atoms_dev is useful when you want to test a paid app idea without spending weeks wiring the boring parts. Research, spec, full-stack build, login, database, Stripe, hosting, SEO pages, and code export. Good for indie hackers who need a real market test, not another mockup.

My inbox used to be filled with "submissions" to the directory for new, undeveloped, spammy tools. Some AI slop tool called Polsia seems to be behind it. Trying to bypass the submission form. This bot-driven sludge is marked as spam and deleted. Polsia spelled backwards is...

Claude Code used to help me build apps. Now I misspell a variable and it eats my weekly credits. Anyway. Codex.

Supernormal is positioning itself less as a note-taker and more as a post-meeting workflow tool. Calls turn into decks, briefs, and client updates, not just transcripts. The bot-free recording setup is great for agency environments, from @supernormal_ai. aitoolsdirectory.com/tool/su…

Shopify just gave AI tools an official way into merchant workflows: docs, API schemas, validation, and store actions. If you sell to ecommerce brands, test a "store operator" bot for catalog fixes, discount setup, and support tasks now. shopify.dev/changelog/shopif…

GPT for Work @gptforwork puts models like ChatGPT, Claude, Gemini, and Grok inside Google Sheets and Excel. It’s built for bulk work: translation, categorization, enrichment across large datasets (up to ~1,000 rows per minute). aitoolsdirectory.com/tool/gp…

AI business idea 💡 Turn Gemma 4 into offline-first assistants for specific industries like warehouses, clinics, schools, field sales, or hospitality where privacy and speed matter more than having the most advanced model.

ElevenLabs’ Flows focuses on making creative production repeatable: build a pipeline once, then reuse it across product ads, voiceovers, lip-synced promos, and localized versions. Create a standardized way of producing creative at scale. @ElevenLabs elevenlabs.io/blog/introduci…

Hugging Face’s latest data is a good margin check for AI startups: smaller and open models keep winning on deployability and cost. If every request in your product still hits a frontier model, re-run the unit economics. @huggingface huggingface.co/blog/huggingf…