Dayflow
Automatic work journal & AI time tracker for Mac that writes your day into a readable story.
Dayflow is a standout choice for Mac users who want a no-effort, privacy-respecting work journal that genuinely understands context. The free tier is generous, and local-first design gives you full control. Just note it's Mac-only and Pro is worth it if you prefer managed AI over configuring your own keys.
Verified 4d ago · liveness 74/100 · cite: rightaichoice.com/tools/dayflow
- Freelancers wanting automated time tracking without manual entries
- Remote knowledge workers tracking daily accomplishments
- Developers who value open-source, transparent tooling
- Privacy-conscious users who want local-only processing
- Users who need cross-platform support (Windows/Linux) – Dayflow is Mac-only for now
- Teams requiring built-in SSO or enterprise data retention without paying for Enterprise tier
- People who prefer manual time tracking with precise start/stop timers
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Skip Dayflow if you need cross-platform support (Windows/Linux), require enterprise SSO without paying for Enterprise, or prefer manual time tracking with precise timers.
The Free tier requires your own API keys for cloud AI (Gemini, ChatGPT, Claude) or using local AI, which may incur usage costs from those providers.
Dayflow's free tier offers a lot for individual Mac users—automatic capture, AI summaries with your own keys—rivalling paid trackers like Timely or Toggl. Pro at $20/mo undercuts many competitors while adding managed AI without extra API costs. For teams, Enterprise pricing is contact-based, similar to others, but you get SSO and data controls.
In short
Dayflow — Automatic work journal & AI time tracker for Mac that writes your day into a readable story. Best for Freelancers wanting automated time tracking without manual entries, Remote knowledge workers tracking daily accomplishments, Developers who value open-source, transparent tooling. Free to start; paid plans from $20/mo.
What people actually say about Dayflow — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
43 mentions across 6 sources (Hacker News, YouTube, Product Hunt, App Store, GitHub, Lemmy) · researched Aug 19, 2026.
- +Automatically creates a timeline with AI summaries of what you did.
- +Local-first storage: screenshots and data stay on your Mac.
- +Supports local AI via Ollama/LM Studio for full privacy.
- +Open source (MIT) — you can audit and modify the code.
- +Lightweight background process despite occasional regressions (~100MB RAM).
- −Frequent bugs: empty timelines, silent processing fails, and click-blocking.
- −High CPU and battery drain reported after v1.8 update.
- −Hidden AI costs: Gemini can run $10/day without alerts.
- −Requires macOS 14 Sonoma+ — no Windows or older Mac support yet.
- −First card takes up to 30 minutes, hurting onboarding experience.
- • Pro tier cost is high for what you get if you can bring your own API key.
- • Cloud AI (Gemini, ChatGPT, etc.) can rack up significant usage costs in Free tier — a day's $10 is not uncommon.
- • No free trial for Pro? (Not specified, but 'free tier gives API key consumption' suggests you pay for API keys.)
Viability Score
How well maintained and how widely used is Dayflow? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: August 2026
How we score →Key Features
- Automatic screen capture and activity recording
- AI-powered timeline with granular activity classification
- Daily and weekly summary generation
- Chat interface to query your work history
- Local-first storage: screenshots and database stay on your Mac
- Local AI support via Ollama or LM Studio
- Bring-your-own-key for cloud AI (Gemini, ChatGPT, Claude)
- Open source code (MIT license) for transparency
- Privacy settings to control what data is sent to cloud
- Lightweight background process (~100MB RAM, <1% CPU)
- One-click update generation for standups or progress reports
- Distraction tracking (identifies non-work activities)
- Pause/resume recording from menu bar or via Shortcuts
- Delete recordings and data from local folder at any time
- macOS native app (SwiftUI, requires macOS 14 Sonoma or later)
About Dayflow
Dayflow is an open-source, local-first Mac app that automatically captures your screen and uses AI to turn your workday into a detailed timeline with summaries. It understands context—distinguishing "researching on YouTube" from "watching cat videos"—so you never have to manually tag or categorize. The app runs quietly in the background (around 100MB RAM, under 1% CPU) and stores all screenshots and data locally on your machine. For privacy-conscious users, Dayflow supports local AI via Ollama or LM Studio, so nothing leaves your computer; alternatively, you can bring your own API keys for cloud providers like Gemini, ChatGPT, or Claude. The free tier gives you automatic capture, AI-powered summaries, and full open-source access (MIT license). Pro ($20/mo) handles AI analysis for you, so your own API keys aren't consumed. Enterprise adds SSO/SAML, data retention controls, and deployment support. Designed for developers, freelancers, and knowledge workers who want a truthful, automated log of their day, Dayflow transforms effort into a readable story with daily and weekly summaries and a chat interface to query your history. It's backed by Y Combinator, has over 6,100 GitHub stars, and is Mac-only (Windows version is in the works).
Behind the Verdict
Dayflow addresses a real pain point for knowledge workers: the effort of tracking time and writing status updates. Instead of manual timers and tags, it captures your screen and uses AI to build a narrative timeline. The context awareness is the differentiator—it can tell research from procrastination—so you get insights without lifting a finger. The local-first approach is a strong privacy play; you can run everything on-device with Ollama or LM Studio, or use cloud AI with your own keys. The free tier is genuinely useful, and the MIT license means you can audit or modify the code. However, it's Mac-only, which limits its reach, and the free tier's reliance on your own AI keys (or local models) may discourage non-technical users. Pro is reasonably priced for managed AI, and Enterprise adds necessary controls for larger teams. Overall, it's an excellent fit for privacy-conscious freelancers and developers on Mac, but not for teams needing cross-platform support or heavy enterprise features without the Enterprise tier.
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Real-world workflow fit
Concrete scenarios for the personas Dayflow actually fits — and what changes day-one when you adopt it.
A freelancer wants to log billable hours across multiple projects without manual entry.
Outcome: With Dayflow, the freelancer gets automatic capture and AI-generated summaries, enabling accurate client billing and easy weekly reports.
A remote developer needs to provide daily standup updates but often forgets what they did.
Outcome: Dayflow automatically summarizes the day, providing a one-click update that is accurate and requires no memory, saving time and reducing stress.
A privacy-conscious user wants to track their work without sending data to the cloud.
Outcome: Using local AI via Ollama or LM Studio, the user keeps all data on their Mac while still getting smart activity classification and summaries, achieving both privacy and insight.
Use Cases
- Automatically log your workday into a searchable timeline with AI-generated summaries.
- Generate daily standup updates in one click without relying on memory.
- Identify time spent on distractions vs. productive work with automatic activity classification.
- Use local AI to keep all sensitive data on your machine while still getting smart insights.
- Review your weekly progress and plan the next week with context from previous days.
Models Under the Hood
as of 2026-08-19
Limitations
- Dayflow is currently a Mac-only app, with Windows coming soon.
- The Free tier requires you to bring your own API keys for cloud AI or use a local model.
- Pro tier ($20/month) includes managed AI without needing your own keys.
- Enterprise features like SSO/SAML and data retention controls are available via contact-based pricing.
- Your data is stored locally and no data or context is stored on Dayflow's servers.
as of 2026-08-19
Verification history
We have re-verified Dayflow 6 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Dayflow tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo users on Mac who are comfortable using their own AI keys (or local AI) and want a privacy-friendly, open-source time tracker.
What this tier adds
Free tier includes automatic capture, AI summaries with your own API keys, and full open-source code, but requires you to bring your own AI provider.
Pro
$20/mo
Ideal for
Freelancers and professionals who want a hassle-free setup without managing AI keys, and prefer a subscription with managed AI services.
What this tier adds
Pro adds quick setup and removes the need for your own API keys, so using ChatGPT or Claude doesn't count against your own usage limits.
Enterprise
Contact for pricing
Ideal for
Organizations that need SSO/SAML integration and data retention controls for compliance and large-scale deployment.
What this tier adds
Enterprise adds SSO/SAML and data retention controls, plus deployment support, for teams needing enterprise-grade security and management.
Where the pricing makes sense
The company stage and team size where Dayflow's pricing actually pencils out — and where peers do it cheaper.
Dayflow's free tier offers a lot for individual Mac users—automatic capture, AI summaries with your own keys—rivalling paid trackers like Timely or Toggl. Pro at $20/mo undercuts many competitors while adding managed AI without extra API costs. For teams, Enterprise pricing is contact-based, similar to others, but you get SSO and data controls.
Setup time & first value
How long it actually takes to get something useful out of Dayflow — broken out by persona, not the marketing-page minute.
For a typical user, setup takes about 5-10 minutes: download the app, grant screen recording permission, and choose AI provider (local or cloud). For local AI, you may need to install Ollama or LM Studio and pull a model, adding 10-20 minutes. After setup, the app starts capturing automatically, and you get a timeline within a few hours of use.
Switching to or from Dayflow
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Toggl or Clockify: Export your time entries as CSV and import into your own tracking system; Dayflow's automatic capture makes manual migration unnecessary for future tracking.
- ↗To another time tracker: Export Dayflow's data (screenshots and database are local) and manually recreate entries or use AI summaries for manual logs.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Dayflow
Common stack mates teams adopt alongside Dayflow, with the specific reason each pairing earns its keep.
Featured Head-to-Head Comparisons
Dayflow vs Gem
Gem and Dayflow serve entirely different needs. Gem is a comprehensive AI recruiting platform for teams, while Dayflow is an open-source productivity tracker for individuals. Choose Gem if you need to automate hiring with AI agents; choose Dayflow if you want a private, automated work log. The comparison is moot unless you are evaluating both for unrelated use cases.
Dayflow vs Poke Interaction Co
Dayflow and Poke serve completely different needs. Dayflow is for privacy-conscious freelancers and devs who want an automated, local-first work journal on Mac. Poke is for anyone who wants an AI assistant to manage email, calendar, and tasks directly from their messaging apps. Choose based on your workflow: if you need to track what you did all day, go Dayflow; if you want to act on tasks via chat, go Poke.
Dayflow vs Guesty
These tools serve completely different needs: Guesty is a powerful property management platform for vacation rental businesses, while Dayflow is a productivity tracker for individual Mac users. Choose Guesty if you manage rental properties; choose Dayflow if you want automated time tracking. There's no direct competition.
Alternatives to Dayflow
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