Every feature, improvement, and fix — from day one.
Ask 'who can introduce me to Sarah?' or 'who do I know at Acme?' and Prio surfaces the right people from your contact graph. Built from calendar co-attendees and email patterns — gets smarter the more you use it. Works in chat and voice.
Memories Prio infers from your behavior can no longer outrank facts you tell it directly. Confidence ladder is now strict: explicit memories ≥0.85, inferred memories capped at 0.7. Prevents the agent's guesses from becoming "facts" over time.
New admin panel surfacing how often the agent re-fetches the same email, contact, or document within a session. Target ≤15%; anything above 30% per source flags wasted compute. Built to quantify the "85% of agent compute is rediscovery" problem.
'Set up a 30-minute call with Sarah' kicks off the autonomous email negotiation while you're driving. Prio handles the back-and-forth until the meeting is confirmed.
Message Slack channels, search Notion docs, log notes to your Attio CRM, and draft LinkedIn posts directly from a voice call. No more 'I'll do it when I get back to my desk'.
Tell Prio 'prep me on Sarah from Acme' and hear 3-5 spoken bullet points pulled from recent emails and long-term memory. Add 'save it for me' to find the full brief waiting in your queue.
Ask for a briefing on your next meeting and hear attendees, last interaction, pending follow-ups, and what was said before. Especially useful when you're running late.
Hear what's waiting for approval, complete tasks, list active insights, snooze nudges, and create relationship reminders — all by voice.
Ask 'what did I do for her birthday last year?' or 'which florist did I use?' and Prio recalls the vendor, gift, and date.
Calls to your Prio phone number now have subtle office ambience in the background — feels like calling a real executive assistant's desk, not a robot.
Prio no longer picks up with the same line every call. Time-of-day-aware greetings vary across morning, afternoon, evening, and late-night moods, in both English and Dutch.
Outlook email search now skips the JunkEmail folder by default, matching Gmail's behavior. Cleaner results when searching for a contact or topic.
Fixed a bug where a 10am meeting could be narrated as 8am over voice — most visible for Outlook users in non-UTC timezones.
Fixed a bug where every iOS push showed up titled 'Good morning' regardless of time of day or notification type.
Meeting prep now finds the Drive docs and Notion pages relevant to the meeting — not just who's in the room, but the deck or doc the meeting is about. Especially useful when you're running late and need to know what the meeting is about, fast.
One-click monthly investor update. Aggregates shipped pull requests (GitHub), won and open deals (Attio CRM), completed high-priority work, and stated wins/asks from long-term memory — then drafts a structured Markdown update you can review, edit, and send. Say 'draft investor update' in chat or voice.
Capture decisions the moment you make them, recall them weeks later. Tell Prio 'I decided to pause hiring until Q3 because runway is tight' and it's logged with rationale, tags, and date. Ask 'what did I decide about pricing?' to pull it back up. Works in chat and voice. Decisions no longer get buried in conversation history.
Restructured how Prio talks to Claude so that the stable parts of every conversation — your preferences, connected accounts, tool definitions, instructions — get cached between turns instead of being reprocessed each time. The result: meaningfully lower latency on chat replies and a sharp cost reduction on cron jobs (alignment checks, relationship reconnect, behavioral synthesis) that previously did zero caching. Also added an admin dashboard surfacing cache hit rate per endpoint so future regressions get caught immediately.
Closed a long list of audit findings across the stack: a race condition that could cause duplicate emails or calendar invites when the same action was approved twice; OAuth tokens now revoked at the provider (Attio, Slack, Google) when you click Disconnect, with smart skipping when other Google services share the grant; XSS hardening in markdown-to-HTML converters across email and Telegram outputs (scheme allowlist + attribute escaping on every link); prompt-injection defenses on inbound email and calendar invite content reaching the AI; path-traversal protection on blog and comparison slug routes; rate limits on previously-unbounded endpoints; per-action error sanitization so internal database errors no longer leak to clients; atomic counters and queue claiming to prevent lost increments and duplicate messages under load.
Sonnet bumped to 4.6 and Opus to 4.7 across every agent path — chat, alignment, reconnect, briefing, fusion, automations. Better reasoning quality at the same cost as the previous generation.
A new /dashboard/debug/insights page lets admins force-run all detectors (with dry-run toggle), inspect autonomy graduation candidates, see active grants, and view per-type calibration with demoted badges. Companion to the existing /dashboard/debug/p0 ringer audit.
When you schedule meetings, Prio now pulls VIP scores, relationship trends, and past meetings with the same attendees from your action history. The agent reasons about the people in the room before queuing the action — flagging fading contacts, referencing the last similar meeting, and adjusting tone or timing based on who's on the invite.
Actions that commit you to a third party — sending emails, scheduling with attendees, public LinkedIn posts — now require explicit approval even when classified low-risk and your trust profile would normally auto-execute. The agent flags the external commitment up front, you stay in the loop, and self-only actions are unaffected.
Generic Gmail/Microsoft Graph API calls (like users.messages.modify or calendar.events.update) now route to the typed tool that covers them — archiveEmail, scheduleEvent, draftEmailReply, etc. Typed tools carry richer metadata, hit the approval queue properly, and produce undoable cards. Generic discovery stays available for the long tail like filters and ACLs.
Every executed action now carries an explicit reversibility window — 30 seconds for sent emails and LinkedIn posts, 5 minutes for calendar events, Notion pages, and Attio writes. The backend is live; the Undo button surfaces on action cards in a follow-up.
Email, calendar, and LinkedIn approval cards now display who an action affects, whether it's an external commitment, and a one-line "why now" rationale — so you can review at a glance instead of parsing the payload yourself. Calendar cards also show a context line with VIP attendees and prior similar meetings.
After Prio executes an email, calendar event, LinkedIn post, or other reversible action, an Undo button appears with a live countdown. Click it within the window — 30s for sends, 5 minutes for calendar/Notion/Attio writes — and Prio reverses the side effect cleanly. Works for both auto-executed and manually approved actions.
When you draft emails to known contacts, Prio now references their relationship score, last interaction recency, and past topics — so drafts to VIPs get the right tone, and reaching out to a cooling contact gets a "hey, it's been a while" hook instead of a cold open.
The auto-execute guard from yesterday now covers Notion pages, Attio CRM writes, Slack messages, Linear issues, and GitHub issues — not just email and calendar. Anything that commits you to a third party stays in the approval queue, regardless of how much trust the agent has built up.
Reset your password from the login screen, or change it while signed in from the new Account tab in settings. Standard reset flow via email link, generic success message either way to avoid leaking which addresses are registered.
AI-generated briefing narratives use standard markdown (## headings, **bold**, lists, links). Slack's mrkdwn uses *bold*, • bullets, <url|text> — and the alignment email had its own incomplete regex. Both now run through a central converter so headings, lists, and links render cleanly.
Alignment, briefing, task confirmation, payment, subscription, and waitlist emails all read your language preference and render the matching translation. AI prompts now hard-instruct the model to write the entire narrative in your language so English data never leaks through.
After 20+ samples and 80% acceptance on a pattern, Prio offers to auto-prepare the next ones. You explicitly opt in per type. Auto-prepared insights get a badge so you always know what came in via grant. Every prep is logged. One-click revoke from settings.
A new card shows surfaced / accepted / dismissed counts plus a conservative hours-saved estimate per period. Per-detector breakdown shows which generators are pulling weight — and a low-acceptance acknowledgment when calibration is dialing things down.
Briefing lines now link to a focused detail page where you can act on the insight with the same action buttons as in-app. Click from your Slack DM or email, click "repeat last year", done. No more re-finding the matching card.
Every insight ships with action buttons. Click "skip this year" on a birthday and Prio asks one follow-up question — "what changed?" — and saves your answer to long-term memory so next year's detector reads it. Quiet, compounding personalization.
A single LLM pass that fuses calendar + email + tasks + active threads to spot patterns no single detector finds — flight delay plus tense work thread plus school pickup, surfaced as ONE composite nudge with a one-click decision. Off by default while we calibrate the false-positive rate.
Detects recurring meetings you decline 75% of the time or never accept, and surfaces a low-priority "want to cancel?" nudge. No more prep notifications for meetings that aren't really happening.
Six knobs that calibrate how far ahead Prio surfaces things — birthdays, anniversaries, board prep lead time, investor prep style, contract renewal warnings, and a global notification posture (whisper / normal / aggressive). The same event becomes a quiet line for some users and a push for others.
When you keep dismissing a kind of nudge, Prio quietly dials it down. After 4+ decisive interactions per detector type with under 25% acceptance, priority demotes one step automatically. Demote-only — nothing auto-promotes. Includes a snooze action that captures "useful but not now" without polluting the signal.
Insights now pick the right surface based on priority. Low priority whispers in your briefing; medium briefs you on the dashboard; high pushes a notification; urgent can ring you for the most time-critical moments. No single channel for everything.
Prio now remembers what you actually did. "Last year you sent flowers from Bloom & Wild and booked Le Sirenuse — repeat?" The same mechanic works for board prep, vendor renewals, and investor updates. The longer you use it, the smarter the suggestions.
A new look-ahead scanner detects events that benefit from lead time — birthdays, anniversaries, board meetings, investor updates, contract renewals, interview loops, conferences. Insights surface in your morning briefing the moment they cross the threshold for your planning style.
Debug builds register sandbox APNs tokens; release builds register production. We now route each push to the matching gateway so Dutch users on TestFlight get reliable deliveries instead of silent BadDeviceToken failures.
For VIP investor emails older than 10 minutes (and a few other deadline-cliff cases), Prio rings your iPhone via PushKit + CallKit — system call card on the lock screen, AirPods, CarPlay. Strict opt-in (off by default), 3 rings/day cap, quiet hours respected.
Consolidated agent studio and automations into a single page — manage all your AI agents, automation rules, and workflow templates in one place.
Cron-powered follow-up reminders that detect stale conversations and nudge you to respond. Research learnings auto-saved to memory.
Set up distinct business profiles for each company you work with — separate context, tone, and preferences per organization.
Prio now automatically sends you an attendee brief 15 minutes before each meeting — who you're meeting, what you discussed last time, pending follow-ups, and relevant notes. Delivered via Slack, push, and mobile notifications. No setup needed, works out of the box.
Prio classifies your unread emails overnight and drafts replies directly in your Gmail or Outlook drafts folder. Scheduling replies, acknowledgments, and simple follow-ups are handled while you sleep. Conservative by default — configure aggressiveness in settings.
Core features like daily briefings and meeting prep are now enabled by default. No onboarding setup needed — connect your Google account and everything works immediately. Opt-out instead of opt-in.
One-click personality modes for how Prio communicates. Casual mode: no em-dashes, contractions, light humor. Executive mode: ultra-brief, numbers-first. Friendly mode: warm and encouraging. Each preset auto-configures communication style, formality, and personality traits.
Your morning briefing now detects and highlights: schedule conflicts, back-to-back meetings without buffer, early morning starts, heavy meeting days, overdue task pileups, and severe weather warnings. Deterministic detection — no extra AI cost.
New automation preset: after meetings with external attendees, Prio updates your Attio CRM with meeting notes, discussion points, and next steps. Plus a companion preset that extracts commitments ("I'll send X to Y") and creates tasks automatically.
Schedule a weekly voice call where Prio reviews your week — time allocation vs goals, overdue tasks, stale VIP contacts — and gives honest, challenging feedback. Your own strategic advisor that asks "is that really worth your time?" Configurable day and time.
AI analyzes your communication patterns per contact — detects communication style preferences, tracks claims and commitments, and classifies relationship types.
Get emailed when actions are waiting for your approval, so nothing sits in the queue unnoticed.
Switched Granola meeting notes from direct API to MCP OAuth — more reliable connection and easier setup.
Automatic focus time blocks, travel buffers between meetings, smart task scheduling based on priority, and calendar gap protection.
Message Prio directly from iMessage — supports both local macOS development mode and remote production mode via Photon.
Public booking pages with real-time calendar availability. Share your personal scheduling link and let contacts pick a time that works.
Invite friends with your personal referral code. Track referrals, see reward qualification progress, and share your link from the new referral dashboard in settings.
Track contact interaction signals automatically. New ROI dashboard quantifies time saved, actions completed, and value delivered.
Immediately triage your inbox the moment you connect Gmail — no manual trigger needed. Plus a weekly ROI digest email summarizing what Prio accomplished.
Extracted auth boilerplate into reusable wrappers across 105 routes, replaced 516 console calls with structured logging, and split large files into focused modules.
Added Vitest unit tests and Playwright end-to-end tests covering critical paths — auth, chat, integrations, workflows, and more.
Connect Telegram to Prio — link your account with a code, then message your AI agent directly from Telegram with full multi-turn conversations.
New weekly automation that identifies contacts you haven't spoken to recently and suggests reconnection outreach.
New users receive a 5-email onboarding series guiding them through connecting Gmail, setting up automations, and getting the most out of Prio.
Admin panel now includes a users tab with drip campaign management, user notices, and subscription oversight.
Comprehensive security page covering GDPR compliance, data handling FAQ, and a live approval demo showing how actions are reviewed before execution.
Applied rate limiting to 16 additional API routes, hardening the platform against abuse.
Test any connected integration directly from settings — one-click connection health checks for Gmail, Calendar, Slack, Attio, and more.
Attio CRM and GitHub write operations now show inline approval cards in chat, matching the existing email and calendar approval flow.
Attio search, record details, create/update, notes, pipeline entries, and deal stage moves all work end-to-end. Fixed tool group routing and Attio API filter format. Test endpoint available at /api/integrations/attio/status?test=true.
Fixed a critical bug where approved calendar events were never created in Google Calendar. The approval handler now calls the actual Google Calendar API instead of resuming a non-existent workflow. Same fix applies to emails, LinkedIn posts, and phone calls.
Default timezone is now Europe/Amsterdam instead of the server timezone. The AI verifies day-of-week matches the date and uses timezone offsets in all event timestamps.
The AI can no longer claim it completed an action without calling a tool. Server-side detection logs warnings when this happens. Core actions like drafting emails and scheduling events are always available regardless of message keywords.
Fixed crash in Attio, GitHub, and Linear OAuth callbacks caused by relative redirect URLs. Added diagnostic logging for GitHub token exchange failures.
Removed the waitlist — Prio is now open for everyone. Sign up and start using your AI personal agent immediately.
Added Granola meeting notes, Linear project management, and Attio CRM integrations. Complete Notion integration with inline cards. Persistent chat sessions, durable autonomous workflows via Vercel Workflow, and redesigned homepage.
Launched 4-tier pricing starting at EUR 29 per month. Added LinkedIn networking tools for recommendations, content ideas, and network analysis. Implemented prompt injection defenses and homepage performance optimization.
Repositioned Prio as your AI personal agent. Updated all marketing copy, SEO, and structured data across the site.
Extended bot to Telegram, Discord, and Microsoft Teams. Added GitHub integration with repos, PRs, issues, and notification triage. Proactive notification router, AI-ranked daily briefings, and interactive walkthrough demo on homepage.
Launched Slack integration via Chat SDK — mention or DM Prio directly in Slack. Full AI streaming responses, multi-turn thread history, and workspace-level OAuth.
Context-aware thinking indicator shows what Prio is doing in real-time. Added inline connect cards for one-click integration setup, and autopilot discovery that detects behavioral patterns and suggests automations.
Talk to Prio directly in your browser via ElevenLabs voice agent. Added scheduling intelligence with focus time protection, automatic task scheduling, priority inference, and buffer rules. Launched specialized Prio agents and profile settings.
Rolled out adaptive trust system that learns your approval patterns, semantic memory with pgvector for smarter context recall, and supervisor agent for safety.
Redesigned onboarding to 3 steps: connect Gmail, instant inbox triage, daily automation. New users see value in under 2 minutes.
Full mobile responsive redesign with hamburger nav and touch targets. Added Notion integration, proprietary contact context graph, tiered autonomy that auto-executes low-risk actions with undo window, and live call transcript viewer.
Completed a 10-phase audit covering security (token encryption, CSRF), performance (parallel queries, optimized memory), accessibility (ARIA, skip-to-content), error handling, and i18n. Added dynamic Google API discovery for any Gmail or Calendar method.
Launched AI phone calls via ElevenLabs and Twilio — Prio can make calls on your behalf. Added smart email reply drafts with Gmail threading, morning briefings delivered via Slack, push, and email, contact enrichment, and a help center with 30 bilingual articles.
Fixed SSRF vulnerabilities, improved input validation, prevented token spoofing, patched token leaks. Added scheduled smart automations and Stripe subscription improvements.
Added structured memory system with chain-of-thought reasoning, meeting preparation briefs, follow-up tracking, task delegation tools, and redesigned queue with inline approve/reject.
Rebranded from notodo to Prio with a completely redesigned homepage, new pricing tiers (Solo, Pro, Team), and added Notion, Slack, and memory integrations.
Added comparison pages, use case pages, and integration pages for SEO. Launched email conversation channel — reply to assistant emails to continue the chat.
Added Bearer token auth and Apple Push Notifications for iOS. GEO optimization with SSR conversion and structured data for AI search engines.
Released native iOS app with Luna-inspired chat UX, blog system with 5 launch posts, per-post OG images, and RSS feed. Integrated Claude Agent SDK for long-term memory.
Integrated PostHog for product analytics and LLM cost tracking. Added proactive insights cron for LinkedIn, image generation, and automation suggestions.
Launched the AI skills system for extending chat with specialized knowledge, autonomous chat loop for bulk background processing, and smart model routing between Claude models.
Added invoice OCR with Mistral for automatic extraction, multi-channel architecture with WhatsApp support, cross-session long-term memory, automation rules engine, and Vercel cron jobs.
Connected Microsoft Outlook and Calendar, Google Drive, OneDrive, Stripe subscriptions for billing, and a generic MCP integration system for connecting any external tool.
Added voice notes with AI transcription via Mistral, interactive email triage with inline action cards, and full Dutch/English internationalization across the app.
Integrated Resend for transactional emails, added inbound email processing, calendar tools, smart scheduling system inspired by Clara, contacts management, and an animated features page.
Launched waitlist system, dynamic OG images for social sharing, and positioned Prio as your AI personal assistant.
AI-powered chat with Claude, inline action cards for email/calendar/tasks, Vercel Workflow approval system for safe action execution, Gmail integration, and deep research with Vercel Sandbox.
Initial project setup with Next.js 16, Supabase auth, and AI-powered chat dashboard. The foundation for your AI personal agent.
