... born and where it was broken: Poland breaks Enigma in 1932, Al-Kindi dismantles the Mediterranean in the 9th century, Leuven builds AES and later kills RC4. An era filter (Ancient, Renaissance, Industrial, Digital) declutters dense periods. THE FAMILY TREE: 28 NODES, 10 FAMILIES, EVERY LINEAGE VISIBLE A third view of the same history. Every cipher declares who it inherited from, and curved edges draw the family tree

... than the two-kids-and-a-full-time-job routine I wrote about here before. Still chipping away on the commute, one screen at a time. One thing that got finished in those windows: browsing other people's goal trees and adopting one as your own starting point. We call it a Trail . Instead of staring at an empty tree

... Think about what an agent session actually risks. It edits files in a working tree. If that tree

... Product Hunters! I'm leading community outreach for Talking Tree, a 501(c)(3) nonprofit making enterprise-grade legal technology and resources accessible to startups, small businesses, and nonprofits. The reason we started Talking Tree

... replaced but never removed. I built PkgDiet to catch that before it costs you build time, bundle size, or a supply-chain risk you don't need. Run npx pkgdiet in any Node project and it scans your dependency tree for: Unused packages installed but never imported Bloated packages heavy deps with lighter alternatives

... problembox.today to tackle these with the power of "Global Weak Ties." It's a collaborative whiteboard where anyone can write down a problem, and strangers from different backgrounds can join in to break down root causes (WHY-TREE) and brainstorm solutions. Key Features: Post any problem bothering you (big or small) Visual WHY-TREE

... Ryan, building Retic solo. Retic is a goal and habit tracker built around one idea: your goals, habits and daily tasks live in a single tree, so completing a habit today rolls straight up into the goal it belongs to. No separate habit-streak app and separate goal-planning app that never talk to each other. The thing I kept running into with existing tools: habit trackers are great at streaks but have no concept of a goal above them ... ... registration is open now at retic.io if you want early access before then, and I'd love feedback from anyone who's tried managing goals and habits with two different tools before. Happy to answer anything about how the tree

... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative, because a difference against a background of silence is about as salient as anything gets. And yes to the small pile. Most of what gets called judgement is work nobody has bothered to make mechanical yet. Comment from Aadil Ghani ... ... rather than the record is the sharper version, and it lands on me too. Our timeout hands back to the terminal with the plan intact, so runs twice is a live failure here, not a hypothetical. For the working tree

... tags, sources, and connection counts. More AI languages AI language support is much broader. You can choose from 62 languages for summaries, quizzes, and tags, including Traditional Chinese. Caption and transcript language matching is also more accurate for Simplified versus Traditional Chinese. New AI models More models are now available in the picker on the Max Plan, including GPT-5.6 Terra, GPT-5.6 Luna, and Grok 4.5. We will release more documentation on which model to use when ... ... interview. Join the AMA on Reddit through the end of this week Read Ricardo s nine-step field guide to Recall Watch the interview Improvements and Bugs Improved AI for tags, connections, summaries, and quizzes Tags reuse your existing tree

... gearing up to launch NexQL an AI-native PostgreSQL extension built entirely inside VS Code to replace bloated standalone clients and fragmented extensions. We've integrated everything from a fluid tree

... worker. For UI testing, a remote headed browser is not just a convenience. It changes the debugging loop. Instead of asking "what did the script think happened?", you can ask "what did the user actually see?" ### Harness Code vs Local Agent Harness Another important decision is where the agent capability should come from. One option is to build the entire reasoning layer yourself: call an LLM API directly, manage prompts, retries, tool calls, screenshots, JSON parsing, and safety rules. That ... ... gives maximum control, but it also means the test harness becomes an AI platform project. The alternative

... items page by tags, date range, source (websites, notes, and PDFs), and shared status. Includes multi-select, untagged cards, counts per option, and filters that persist after refresh. Improvements & Bug Fixes Multi-Select Cards from the Tag Tree: Shift-click to select a range of tags in the tag tree

... Tried to settle this for myself. Same task on both: refactor a 14-file React component tree to migrate from class components to hooks. Cursor Composer: - Faster start, immediately surfaced the right files - Stopped twice to ask for clarification, both times useful - Final result needed about 20% manual cleanup Claude Code: - Slower to start, took longer to map the codebase - Ran more autonomously, fewer interruptions - Final result needed about 10% manual cleanup but introduced one regression Net: Cursor felt like ...

... rebuilds images, restores project files Docker-only folders count - docker-compose.yml without a git repo is now detected as an archivable project Caveats I'll be upfront about: Docker daemon should be running during archive/restore; bind mounts outside the project tree aren't captured as volumes; running containers aren't stopped for you. One-click polyglot restore Light archives strip all regenerable deps (node_modules, .venv, target, .gradle, etc.) but keep lockfiles. On restore, DevCleaner detects every package manager ... ... archiving" dev projects. Happy to answer technical questions in the comments. Comment from Alper Tayfur(@alpertayfurr): @dawedeveloper  I see that and I wish you continued success :) Comment from David Tereba(@dawedeveloper): @alpertayfurr  You nailed the diagnosis - source trees

... execute low-risk actions inside clear limits. Anything irreversible, large, or unusual should need human approval. Control dies when permissions become vague. Comment from Fabrizio Pfannl(@fabriziowexare): Trust isn't a dollar dial, it's an action-class permission tree: reversible operations (read balance, draft a transfer) versus

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... always found it a bit painful to debug deeply nested JSON files, so I decided to build my own visualizer. Instead of just a boring list, I wanted something more interactive and visual . I call it JSON Tree Viewer . Live Demo: https://debabratasaha-dev.github... GitHub Repo: https://github.com/debabratasaha... Key Features: Dual View: Switch between a classic interactive Tree

... Plus, bulk tag manually and start chatting. Share PDFs from your phone. Use the share sheet to send PDFs directly to Recall. iOS swipe-back gesture and general card navigation polish. Right-click to open cards in the tag tree, chats, and citations. Updated MCP and API docs. See docs. Improvements Smarter AI actions on notebooks which now use the full note, including attached files. More robust TikTok scraping in the browser extension. Cleaner file uploads with scroll indicators ... ... getting smarter and more forgiving. Export is getting more flexible so your knowledge base stays portable. Browser Extension Update: We've decided to move forward with the original version of the browser extension, which was a pop-up vs

... into at enterprise scale: hiring people who can actually build with AI is nearly impossible because no one has a reliable way to measure it. Resumes are inflated by AI. Take-home tests are gamed. Legacy platforms test binary tree inversions while your next hire will spend their career prompting agents and steering copilots. I lived this problem firsthand. So I built a platform I wished I had. VibeLevel.ai the first platform that measures how candidates think, prompt, and build ... ... badges) VibeLevel Teams (measure and level up your workforce's AI fluency) VibeLevel Campus (university AI competitions where top performers surface directly to companies). If you're a hiring manager who can't tell who actually builds with AI vs

... Model wired end-to-end. Every document type syncs into a shared object layer via Postgres triggers automatically. This powers search today and cross-tool linking and workspace-wide AI context next. IDE shell /ide is now canonical. Workspace tree moved from localStorage to Supabase correct across every device and session. Deck Pro real-time slide lock synced across editors, shared-viewer restrictions, presentation templates with real starter graphs. The product that existed last week had great individual tools ...

... Product Hunt! I m the solo developer behind OpenFolder. I built it because I kept reopening the same folders in different tools like Cursor, VS Code, and Xcode. Finder worked, but it always felt like too many steps for something I do dozens of times a day. OpenFolder started as a simple menu bar launcher for folders and files, and it has grown into a lightweight workspace router for macOS. What s new in the latest version: A Workspace Browser ... ... with Tree

... refactors. B. File & Module Discipline Line ceilings: components 300, pages 350, hooks 200, services 400, utils 250, edge functions 300. If exceeded, propose extraction first. DRY: search before creating; copy-paste >10 lines prohibited without approval. Provider tree stability: auth-dependent hooks follow the Sibling Pattern. C. Code Quality (blocked patterns) No any / as any (narrow exceptions: type guards, catch blocks). No direct console.* use the logger. No direct toast() use the optimized toast hook. No raw setTimeout ... ... idempotency. DB errors caught and re-thrown as JS Error. Schema changes via migration only; dependents updated in the same migration. G. Frozen / Firewalled Code Designated business-logic paths (shopping, pantry, planner, recipe-import hub and full dependency tree

... ASERT-like difficulty retargeting hook, chain append/validation checks, and a local multi-node testnet runner you can launch from the CLI (status, mine, testnet). It also ships early ledger primitives (note commitment, nullifier derivation + nullifier set, and a commitment tree) as foundations for the later shielded transaction + proof system work. What s implemented right now: Consensus foundation (prototype): PoW header hashing + meetsTarget() and a working mining loop Chain logic: genesis + sequential append validation (prev_hash, height, pow target) Difficulty retargeting ... ... prototype): ASERT-like target adjustment utility used by the chain Testnet runner: local multi-node simulation that mines blocks across nodes Ledger primitives (foundation): note commitments, nullifier derivation/set, simple commitment tree

... zero context about your actual life. So I built Noctaras. The AI engine uses Freudian, Jungian, and modern psychoanalytic frameworks. It doesn't just match symbols to meanings, it tracks your recurring themes and emotional shifts over time. Dream Tree grows visually with every entry you log and maps your patterns across all your dreams, not just in isolation. Monthly Analysis gives you an end of month breakdown of your emotional shifts and dominant themes. Launched today on Product Hunt ... ... really personal. I ve tried dream journaling before and always bounced off because everything just felt generic and disconnected from my actual life. This idea of tracking patterns and emotional shifts over time makes way more sense. The Dream Tree

... What I built: SASYRO Idea Graph a spatial whiteboard that uses AI to help you visually connect ideas, spot gaps, and autonomously build out knowledge trees. Building this to organize and synthesize information for students, researchers or anyone who prefers mental geometry to long texts. Instead of just chatting with an AI, you work spatially with it: Fact/Hypothesis Nodes: Drop your notes, PDFs, and concepts onto an infinite canvas. AI Bridging: Select two seemingly unrelated ideas, and the AI will ... ... weak evidence in your notes. Visual AI Symbols: Drag and drop custom icons , edit it's instructions text to run instant AI operations. Autonomous Auto-Grow: Click a node and watch the AI autonomously build out a branching tree