Writing from the workshop.

1. May 27, 2026 · product / ditto-code

   Ditto Code: Your AI Software Engineer

   Ditto Code lets anyone build, deploy, and manage full web applications from a chat message. No coding experience, no DevOps, no deployment pipelines. Just describe what you want and watch it come to life.

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2. May 18, 2026 · engineering / ai

   An Agent's Nightmares Are the Key to Its Dreams

   Nobody fully understands why we dream. One theory is memory consolidation - your brain replaying the day and weaving it into what you already know. We built the algorithmic version of that for Ditto. The bugs we shipped along the way? Those were the nightmares.

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3. May 13, 2026 · engineering / ai

   Doubling Memory Recall by Extending Ditto's Ranker

   We rebuilt the model that decides which past memories Ditto shows the AI. It now considers seven signals instead of three, looks at seventeen hints about your situation instead of six, and was trained directly on the ranking task — roughly doubling how often it surfaces the right memory.

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4. May 9, 2026 · ai / data-science

   AI for Data Scientists and Analysts: How Persistent Memory Tracks Every Experiment, Dataset, and Insight

   Data scientists juggle experiments, datasets, feature pipelines, and model iterations across weeks-long projects — but their AI forgets every hypothesis between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a research partner that knows your entire analytical context.

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5. May 8, 2026 · ai / product-management

   AI for Product Managers: How Persistent Memory Tracks Every Decision, Roadmap, and User Insight

   Product managers juggle roadmaps, user feedback, stakeholder alignment, and competitive intelligence across dozens of features — but their AI forgets every strategic decision between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a product partner that knows your entire product context.

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6. May 6, 2026 · ai / real-estate

   AI for Real Estate Agents: How Persistent Memory Tracks Every Listing, Client, and Deal

   Real estate agents manage dozens of clients, hundreds of showings, and thousands of property details simultaneously — but their AI forgets every client preference between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a real estate partner that knows your entire book of business.

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7. May 5, 2026 · ai / hr

   AI for HR Professionals and Recruiters: How Persistent Memory Tracks Every Candidate, Role, and Hiring Decision

   Recruiters and HR teams juggle dozens of open roles, hundreds of candidates, and endless interview notes — but their AI forgets every candidate between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into an HR partner that knows your entire talent pipeline.

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8. May 2, 2026 · ai / legal

   AI for Lawyers: How Persistent Memory Tracks Every Case, Client, and Precedent

   Lawyers juggle dozens of active matters — statutes, deadlines, client instructions, opposing counsel's arguments — but their AI forgets it all between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a legal assistant that knows your entire caseload.

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9. May 1, 2026 · ai / therapy

   AI for Therapists and Counselors: How Persistent Memory Supports Every Session

   Therapists and counselors carry rich context about every client — breakthroughs, setbacks, recurring themes, treatment goals — but their AI forgets it all between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a clinical support tool that knows your caseload.

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10. Apr 30, 2026 · ai / students

    AI for Students: How Persistent Memory Helps You Ace Every Semester

    Students juggle five courses, dozens of deadlines, and hundreds of concepts per semester, but their AI forgets everything between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a study partner that actually knows your coursework.

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11. Apr 29, 2026 · ai / sales

    AI for Sales Professionals: How Persistent Memory Closes More Deals

    Sales reps juggle dozens of active deals, each with unique stakeholders, objections, and timelines — but their AI forgets every prospect between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a sales partner that knows your pipeline as well as you do.

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12. Apr 28, 2026 · ai / design

    AI for Designers: How Persistent Memory Keeps Every Project on Brand

    Designers juggle brand guidelines, client feedback, design systems, and multi-project workflows — but their AI forgets everything between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a design partner that knows your aesthetic, your clients, and your process.

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13. Apr 27, 2026 · ai / marketing

    AI for Marketers: How Persistent Memory Powers Every Campaign, Channel, and Client

    Marketers juggle campaigns, audiences, brand voices, and analytics across dozens of channels, but their AI forgets everything between sessions. Here's how persistent memory, threads, and a knowledge graph turn AI into a marketing partner that knows your brand as well as you do.

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14. Apr 25, 2026 · ai / small-business

    AI for Small Business Owners: How Persistent Memory Runs Your Whole Operation

    Small business owners juggle customers, vendors, inventory, marketing, and bookkeeping, but their AI forgets everything between sessions. Here's how persistent memory, threads, and a personal knowledge graph turn AI into an operations partner that knows your business as well as you do.

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15. Apr 23, 2026 · ai / parents

    AI for Parents: How Persistent Memory Keeps Track of Your Whole Family

    Parents juggle schedules, allergies, school events, and milestones for every kid, but their AI forgets it all between sessions. Here's how persistent memory, threads, and a personal knowledge graph turn AI into a family assistant that actually knows your family.

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16. Apr 22, 2026 · ai / teachers

    AI for Teachers: How Persistent Memory Remembers Every Student, Lesson, and Breakthrough

    Teachers manage hundreds of students, adapt lessons on the fly, and track progress across entire school years, but their AI forgets everything between sessions. Here's how persistent memory, threads, and a personal knowledge graph turn AI into a teaching partner that never loses context.

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17. Apr 21, 2026 · ai / project-managers

    AI for Project Managers: How Persistent Memory Tracks Every Decision, Deadline, and Dependency

    Project managers juggle dozens of decisions, stakeholder conversations, and shifting timelines across multiple projects, and their AI forgets all of it between sessions. Here's how persistent memory, threads, and a personal knowledge graph turn AI into a project partner that never loses context.

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18. Apr 19, 2026 · ai / coaches

    AI for Coaches and Consultants: How Persistent Memory Tracks Every Client Session, Goal, and Breakthrough

    Coaches and consultants manage dozens of client relationships, each with unique goals, history, and progress, but AI forgets everything between sessions. Here's how persistent memory, dedicated threads, and a personal knowledge graph turn AI into a practice partner that never loses a client's thread.

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19. Apr 18, 2026 · ai / developers

    AI for Developers: How Persistent Memory Tracks Every Project, Decision, and Debug Session

    Developers juggle multiple codebases, architectural decisions, and debugging threads, but AI forgets everything between sessions. Here's how persistent memory, dedicated threads, and a personal knowledge graph turn AI into a pair programmer that actually remembers your stack.

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20. Apr 15, 2026 · ai / job-search

    AI for Job Seekers: How Persistent Memory Turns Your Job Search Into a System

    You're tailoring resumes, prepping for interviews, and tracking dozens of applications, but your AI forgets everything between sessions. Here's how persistent memory, dedicated threads, and a personal knowledge graph turn AI into a career partner that knows your story.

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21. Apr 13, 2026 · ai / content-creators

    AI for Content Creators: How Persistent Memory Keeps Your Brand Voice, Ideas, and Strategy in Sync

    Content creators juggle brand voice across platforms, recycle ideas without realizing it, and lose brilliant angles in throwaway AI chats. Here's how persistent memory, dedicated threads, and a personal knowledge graph turn AI into a creative partner that actually knows your content.

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22. Apr 12, 2026 · ai / freelancers

    AI for Freelancers: How Persistent Memory Manages Every Client, Project, and Proposal

    Freelancers juggle dozens of clients, each with their own context, preferences, and history, but AI forgets everything between sessions. Here's how persistent memory, dedicated threads, and a personal knowledge graph turn AI into a business partner that never drops context.

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23. Apr 6, 2026 · ai / research

    AI for Researchers: How Persistent Memory Transforms Literature Reviews, Synthesis, and Discovery

    Researchers juggle dozens of papers, competing frameworks, and months of evolving analysis, but AI forgets everything between sessions. Here's how persistent memory, knowledge graphs, and context-rich threads turn AI into a research partner that keeps up with your thinking.

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24. Apr 4, 2026 · ai / entrepreneurs

    AI for Entrepreneurs: How Persistent Memory Gives Your Startup an Unfair Advantage

    You're juggling investor updates, product decisions, hiring, and a dozen Slack threads, and your AI forgets everything between sessions. Here's how persistent memory, threads, and a personal knowledge graph turn AI into a co-founder that actually keeps up.

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25. Apr 3, 2026 · ai / writing

    AI for Writers: How Persistent Memory Keeps Your Creative Projects on Track

    Writers use AI for brainstorming, worldbuilding, and drafting, but every session starts from zero. Here's how persistent memory, threads, and knowledge graphs turn AI into a creative partner that actually remembers your story.

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26. Apr 2, 2026 · ai / learning

    Your AI Forgets What You're Learning. Here's How to Fix That.

    You're using AI to learn new skills, but every session starts from zero. Here's how persistent memory, knowledge graphs, and context-rich threads turn AI into a study partner that actually keeps up with you.

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27. Apr 1, 2026 · ai / journaling

    AI Journaling: Why Your Best Journal Is the One That Writes Itself

    Traditional journals gather dust. AI journaling with Ditto captures your thoughts automatically from conversations, text or voice, and builds a searchable, interconnected record of your thinking over time.

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28. Mar 30, 2026 · ai / memory

    Why Your AI Forgets Everything You Tell It (And What to Do About It)

    You explained your project, your preferences, your entire tech stack, and the AI forgot all of it by the next session. Here's why AI amnesia happens and how persistent memory changes the game.

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29. Mar 29, 2026 · ai / agentic-ai

    Agentic AI Inside Your Chat: How Ditto's Sub-Agents Research, Create, and Act

    Most AI assistants handle one prompt at a time. Ditto spawns specialized sub-agents, research, image generation, web search, that run concurrently inside your threads, with full transparency and user-controlled guardrails.

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30. Mar 29, 2026 · ai-agents / feature

    How Ditto's AI Agents Use Your Memory to Research, Create, and Act

    Most AI agents start every task from scratch. Ditto's agents, web search, image generation, and multi-step workflows, tap into your persistent memory to deliver results that actually fit your context.

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31. Mar 28, 2026 · feature / integration

    Your AI Assistant Now Works With Google Workspace

    Ditto connects directly to Gmail, Google Calendar, Docs, and Sheets, so you can search emails, schedule meetings, create documents, and update spreadsheets through natural conversation. All with persistent memory.

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32. Mar 27, 2026 · feature / google-workspace

    Connect Your Google Workspace to Ditto: Gmail, Calendar, Drive, and More

    Ditto now integrates directly with Google Workspace. Connect your Gmail, Google Calendar, Drive, Docs, Sheets, and even Google Home, all from a single settings screen. Your AI assistant just got access to your real life.

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33. Mar 26, 2026 · feature / ai

    Talk to Your AI: Ditto's Realtime Voice Mode

    Ditto now supports live voice conversations with AI, powered by Gemini's realtime API, client-side voice activity detection, and persistent memory. Every voice conversation is remembered.

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34. Mar 25, 2026 · ai / privacy

    Your AI Memory, Your Rules: How Ditto Handles Privacy and Data Ownership

    A memory-first AI raises a fair question: who controls the memory? Ditto's answer: you do. Here's how we handle privacy, data ownership, and user control.

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35. Mar 24, 2026 · announcement / mobile

    Ditto Goes Native: Your AI Memory on iOS and Android

    Ditto is now a native app on iOS and Android. Your persistent AI memory, knowledge graph, and voice conversations, all in your pocket with native performance.

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36. Mar 21, 2026 · feature / ai

    Talk to Your AI: Ditto's Live Voice Mode Turns Conversations Into Real Dialogue

    Ditto's Live Mode lets you have real-time voice conversations with AI, hands-free, natural, and backed by persistent memory. Your AI finally remembers what you said out loud.

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37. Mar 18, 2026 · feature / ai

    Stop Losing Your Best AI Conversations: How Ditto's Bookmarks and Collections Keep Them Organized

    Your best AI interactions are buried in endless chat history. Ditto's Bookmarks and Collections let you save, organize, and instantly retrieve the conversations that actually matter, like a personal library for your AI knowledge.

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38. Mar 16, 2026 · ai / developers

    Stop Re-Explaining Your Tech Stack to AI

    Every developer has re-explained their project setup to an AI assistant. Ditto remembers your stack, your architecture decisions, and your debugging history, so you never start from scratch.

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39. Mar 15, 2026 · ai / multimodal

    Beyond Text: How Ditto Remembers Your Images, Documents, and Voice Notes

    Most AI assistants forget your files the moment the conversation ends. Ditto stores images, PDFs, and voice input as persistent, searchable memories, so your AI always has the full picture.

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40. Mar 14, 2026 · engineering / memory

    Pre-Computed Context: How Ditto Keeps Long Conversations Fast and Accurate

    AI conversations degrade as they grow longer. Ditto v0.26.0 introduces pre-computed memory summaries that keep responses fast, accurate, and affordable, no matter how long the conversation.

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41. Mar 13, 2026 · feature / ai

    Transparent AI Memory: See Exactly What Ditto Remembers When It Answers You

    Most AI assistants are a black box, you never know what context shaped the response. Ditto shows you exactly which memories it retrieves for every answer, with expandable inline cards and pre-computed context summaries.

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42. Mar 12, 2026 · ai / transparency

    Why Your AI Should Show Its Work: How Ditto Makes Memory Transparent

    Most AI assistants use your memories silently, you never know which ones influenced a response. Ditto shows you exactly which memories were retrieved, why they were chosen, and how they scored.

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43. Mar 10, 2026 · ai / models

    Use Every AI Model in One Place: Why Ditto Eliminates Provider Lock-In

    GPT for writing, Claude for code, Gemini for research, but three subscriptions, three chat histories, and zero shared memory. Ditto lets you use every model in one assistant, with one persistent memory.

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44. Mar 9, 2026 · ai / second-brain

    Build Your AI Second Brain: How Ditto Turns Every Conversation Into Knowledge

    Your AI conversations are full of decisions, insights, and breakthroughs, but they vanish when you close the tab. Ditto captures everything into a searchable, visual second brain that compounds over time.

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45. Mar 6, 2026 · ai / models

    Stop Using One AI Model for Everything: How to Pick the Right One for Every Task

    Claude is great for code. GPT writes better marketing copy. Gemini crushes research. So why are you using the same model for everything? Here's how to match models to tasks, and how Ditto lets you switch between them without losing context.

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46. Mar 5, 2026 · ai / goals

    AI Goal Tracking: How Ditto Keeps Your Goals in Every Conversation

    Most AI assistants forget your goals the moment you close the tab. Ditto injects your active goals into every conversation, so your AI always knows what you're working toward.

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47. Mar 4, 2026 · feature / ai

    Ditto Threads: AI Chat Threads That Never Go Stale

    Every AI has chat threads now. Only Ditto lets you attach subjects, memories, and notes to yours, creating persistent, context-rich conversations you can return to anytime.

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48. Mar 4, 2026 · guide / getting-started

    Getting Started with Ditto: Build Your AI Memory in 5 Minutes

    A practical guide to getting started with Ditto, the AI assistant that remembers everything. Set up your first thread, build your knowledge graph, and connect your other AI tools via MCP.

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49. Mar 2, 2026 · ai / comparison

    AI Memory Compared: How Ditto, ChatGPT, Claude, and Gemini Handle Long-Term Memory

    A practical comparison of how Ditto, ChatGPT, Claude, and Gemini remember your conversations. We break down visibility, control, portability, and what each approach means for your workflow.

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50. Mar 1, 2026 · ai / personality

    AI That Adapts to You: Inside Ditto's Personality Engine

    Most AI assistants treat every user the same. Ditto analyzes your Big Five, MBTI, and DISC profiles from your conversations, then adapts its responses to match how you actually think.

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51. Feb 28, 2026 · ai / knowledge-graph

    Your Personal Knowledge Graph: How Ditto Maps Your Thinking

    See how Ditto automatically extracts subjects, people, and ideas from your conversations and connects them into an interactive knowledge graph, a visual map of everything you've discussed with AI.

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52. Feb 21, 2026 · announcement / mcp

    Ditto Now Connects to Third-Party MCP Servers

    Connect Ditto to any MCP-compatible service: Zapier, GitHub, Notion, databases, and more. Your AI assistant just got access to the entire MCP ecosystem.

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53. Feb 10, 2026 · mcp / integration

    Connect Ditto to Any AI Assistant: The Complete MCP Integration Guide

    Learn how to integrate your Ditto memories with Claude, Codex, Cursor, and any MCP-compatible AI assistant. Step-by-step guide with OAuth and API key setup.

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54. Feb 5, 2026 · engineering / ai

    Learned Retrieval Weights: How Ditto Picks the Right Memories

    We trained a lightweight MLP to dynamically weight semantic similarity, recency, and frequency signals for memory retrieval, achieving 98.8% intent accuracy with sub-millisecond inference.

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55. Jan 28, 2026 · engineering

    Code Splitting in SolidJS: Lazy Loading Done Right

    How we structured our SolidJS app for optimal code splitting - Suspense boundaries, lazy components, and the patterns that actually work.

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56. Jan 28, 2026 · engineering

    Dead Code Cleanup with Knip

    How we used Knip to find and remove dead code, unused exports, and orphaned files - and what we learned about code hygiene.

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57. Jan 28, 2026 · engineering

    Finding and Fixing Blocking Queries

    How we identified the queries blocking our initial render and shaved hundreds of milliseconds off load time.

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58. Jan 28, 2026 · engineering

    How We Measured Our SolidJS Performance Gains

    The testing methodology behind our 7.6x faster script execution claim - including the gotchas that almost gave us wrong numbers.

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59. Jan 28, 2026 · engineering

    Mobile PWA Gotchas: Safe Areas, Cameras, and Platform Quirks

    The iOS and Android issues we hit building a PWA - safe areas, camera stability, viewport height bugs, and why each platform breaks in unique ways.

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60. Jan 28, 2026 · engineering

    Offline-First with Solid-Query and IndexedDB

    How we made our PWA work offline by persisting Solid-Query cache to IndexedDB - the setup, gotchas, and performance wins.

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61. Jan 28, 2026 · engineering

    Reverse-Engineering ChatGPT's Scroll Behavior

    How we deleted 80% of our scroll code by studying ChatGPT's DOM structure and discovering the power of CSS overflow-anchor.

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62. Jan 28, 2026 · engineering

    Skeleton Loading States That Don't Suck

    Building loading states that feel fast and don't cause layout shift - our architecture for skeletons, Suspense, and progressive loading.

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63. Jan 28, 2026 · engineering

    SolidJS Anti-Patterns We Learned the Hard Way

    A catalog of SolidJS mistakes we made after migrating from React - prop destructuring, early returns, effect timing, and more.

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64. Jan 28, 2026 · engineering

    SolidJS Three Weeks Later: What We Learned

    The patterns, anti-patterns, and surprises we discovered after living with SolidJS in production for three weeks.

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65. Jan 8, 2026 · engineering

    From React to SolidJS: A Migration Story

    How we migrated 100+ components from React to SolidJS, achieved 7.6x faster script execution, and automated the entire testing process with Claude Code.

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66. Jan 8, 2026 · announcement / engineering

    Under the Hood: Making Ditto 50% Faster

    We rebuilt Ditto from the ground up. The result? 50% less memory, 42% faster loading, and a phone that stays cool.

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67. Jun 24, 2025 · story / ai

    Before ChatGPT, There Was Ditto

    The untold story of how a team of engineers built personal AI that remembers you, five years, dozens of prototypes, and one patent application ago.

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68. Jun 9, 2025 · announcement / ai

    Introducing Ditto: Your Intelligent Knowledge Companion

    Meet Ditto, the AI assistant designed to remember, learn, and grow with you. Discover how personalized AI can transform your daily workflows.

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69. Jun 7, 2025 · ai / engineering

    Understanding AI Memory Systems: How Ditto Remembers

    Dive deep into the technology behind Ditto's memory systems and learn how persistent AI memory can transform your productivity.

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70. Jun 4, 2025 · productivity / ai

    5 Productivity Tips for Working with AI Assistants

    Maximize your productivity with these proven strategies for working effectively with AI assistants like Ditto.

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