keizo

Massive updates deployed. Monitoring for regressions over the next few days. Docs and videos coming soon on the major features. Also a lot of infrastructure changes to set groundwork for further improvements.

Redesigned block dropdown menu - Cleaner single-column layout with new Change row for quickly editing a block's prompt, date, or title

redesigned revision history, added 'checkpoints', diff view, and improved that ui a bit.

Improved tool calling and tool call 'memory loss' where it would have rerun past tool calls. More reliable edit_note tool calls.

Grug Speed model updated to Kimi K2.5 model on Fireworks.ai -- new SOTA open weights model

Added custom tasks in the block level ... menu. This allows creation of custom routine prompts that can be applied to any block. Pretty cool!

more changes to meetings recordings and long/lock recordings. Now they are uploaded in progress, for better speed, and most importantly support for very long transcriptions. Still testing, but trying to make this increasingly reliable.

massive improvement on quick edit and ai/edit via speech feature. It's stateful now, so it has a bit of a short term memory. Successive edits work a lot better. Undo even works quite often. Also added a diff transition so the update isn't so abrupt. very nice!

Many many many tiny papercut level bug fixes deployed.

Some significant bug fixes. There were some hidden UI elements that were interfering with text positioning on mobile. Frustrating bug. Happy that's fixed.

ui improvements on mobile. trying to remove a lot of jankyness that's slowly crept in. needs work, but already better.

bug fix. block deletes are handled better -- bug was when a auto generated block was deleted, a page refresh was required for it to come back. now it just works.

big adjustment to audio ui -- can now switch target on the fly. also improvements in meeting and lock mode. and screen lock applied to upload phase as well.

pretty massive deploy of new audio features.

• The meeting and lock buttons now allow the rest of the app to be usuable while recording (don't click links however).
• The meeting uses Eleven Labs speech to text now, vastly better results for multi-speaker audio
• There is a new recording page under menu -- recordings are stored realtime locally, so much less chance of data loss! This is a big step!
• Meeting and Lock recordings now get put in sub-blocks automatically...

added ability to rename a prompt! Added tabs and a little ui tune up on prompt settings modal.

Some interface improvements in chat. Better model picker and small ui tweaks.

a little ui clean up of ai memory features.

Massive deploy. AI Memory added. Makes a huge difference in continuity over conversations. This is so cool.

Chat panel now shows which prompt's conversations you're viewing, with easy toggle to see all chats or filter back to the current page.

Fixed issues with Gemini getting confused and failing on tool calls. And gave it better tools to find and explore available prompts. Pretty huge improvement all around.

Fixed big brain formatting on mobile when it's processing.

Added a calendar print view

Fixed a bunch of small ui problems.

calendar view added to prompt pages. available on desktop, not mobile.

length limits on regular entity and date parsing increase to 50k tokens from 10k. For very long notes.

fix the chat message branching. ie left and right arrows after you edit and resubmit a message.

some follow up fixes on yesterdays long edits fix. Added 'view' button when ai edits long blocks and doesn't already present them in full. Small css and formatting fixes on block pages.

a whole number of updates to chat tools. Old chats were also unavailable for 5 hours due to regression, but fixed. Basically editing should work better, be able to handle long edits. Lots of little bugs and rough edges fixed.

added warnings when chat output gets truncated or llm hits max length/token limit

refactored the previous scroll-to-refresh bug in chat ui -- as it wasn't working on prompt pages.

corrected temperature on kimi k2 thinking (grug speed model) to from 0.6 to 1.0

fixed bug where scrolling in chat would trigger refresh on mobile

slight ui and reliability improvements to audio input

ui improvements in big brain agent and some bug fixes, optimizations, and overall improvements.

ui improvement in prompt settings. more clarity on 'mode' and datatype. overall just a slight bit simpler than it was.

improved ai tagging and date parsing reliability.

Very bad regression for gmail logins fixed. It broke note saving for the last couple days!

Subscription page improvements allowing upgrading and downgrading plans.

Fix big brain error on home page chats: the apply all button would error when trying to add plans to daily notes. Also fixed move logic to be more robust.

Chat models upgraded. Grug is now gpt-5.1 and Oracle is Gemini 3. It's so good.

Serious upgrade to Grug Chat. Speed model is much better, uses Kimi K2 Thinking via Fireworks AI (usa).

Fixed cookie error specific to safari that would break chat functionality.

fixed pull to refresh bug on prompt pages for mobile that caused undesired refresh. also fixed x-axis movement on scrolling.

Fixed sync conflicts overwriting checkbox/QuickToggle edits

Fixed a weird loading loop bug when resizing from desktop size below to mobile widths.

fixed a rendering error in edit mode where underline tags would cause overlapping text in safari and ios. Essentially, comma's and periods after an tag are included in the underline. Subtle but annoying bug if you came across it!

Holy smokes, longest refactor and redesign ever! Code files 22087 insertions(+), 6229 deletions(-).     The gist is that we got rid of the 3 column layout. Many found it confusing.     Replaced with right sidebar and a tabs system.     Many other changes! Will explain and update further asap.     Email keizo@grugnotes.com if this causes any problems for you!

minor bug fix: front end race condition fixed

small front end bug fix, caused hanging after adding. a block or during ai call.

Added semi-realtime sync to the user home page

regression fix on llm date detection

Initial release of email to notes feature. See the settings page.

fixed regression bug with autotags -- they're now working again

Fixed logout on 'mouse over' of logout.

regression fix, search/ask navigates to the date page if a single date alone is typed.

regression fix for Grug Speed, wasn't working yesterday

massive deploy!

fixed a race condition bug that seemingly randomly 'unset' Daily Notes as the "focus" prompt. I think.

improved cache busting of static assets

Added deep linking, ie a unique url to each chat.

added audio input to chat input field

Oracle/Gemini bug fix on tool calls.

Grug Chat now has an internal search tool. Kind of a big deal!

UI clean up on settings, imports/exports, and subscriptions page.

Grug Chat added to the home page. Still a work in progress.

Some clean up. Better titles, meta tags, robots.txt etc. BORING. ok bye.

HUGE UPDATE

had a some down time this morning due to Google Cloud outage -- Grug Notes along with a lot of the internet. Sorry!

Added a user home page to published notes.

Added full markdown export feature!

Fairly large update. Fixed a nasty caching bug that caused new prompt pages to fail. Terrible that was up for so long. Sorry!

small bug fix on block pages -- sometimes similar blocks wouldn't load

published/public pages now have a very basic prompt level view

small css updates and fixes on side bar

switched to noto emoji library so side bar renders consistently across platforms

very big ui update -- added a side bar. Removed the second search box (find/create). Added + buttons on home page to add new prompt/blocks. Each prompt is auto assigned an emoji now -- used throughout for headers and side bar. Added a favorite setting for each prompt, allows for additions to the side bar.

we had some on and off downtime the last 24 hours -- due to ssl config related to cloudflare and google cloud run. adjustments have been made to hopefully prevent it happening in the future.

formatting improvements with how the chat toggles open

more consistent rendering of chats -- safer, more reliable handling of code, tables, etc.

smoother streaming of text in the chat. also better handling of rendering and code blocks in chat.

bug found on persistent blocks -- Quick Edit and AI/Edit still not working properly if it hasn't been updated on the current day. Not fixed yet.

slight improvements to chat feature. stop button added while streaming. some bug fixes. first iteration to fit on mobile screen.

Chat feature added to block pages. Chat uses Sonnet 3.5, agent feature uses 3.7.

Date picker added to block pages and some small ui adjustments.

Found a bug in markdown table rendering -- doesn't work with code blocks. Not fixed yet. *fixed

preliminary support for Markdown Tables -- including checkboxes in table cells.

nooo, oops I broke the subscription page. Will fix tonight. *fixed

small ui and formatting improvements around prompt page and chat feature.

fixed bug when Quick Edit fails. todo -- add notification

caching issue when attributes update fixed. Basically, when ai would find attributes, sometimes they didn't show up on the prompt page until a hard refresh.

ok, the chat feature seems to be working! i'm sure there's still bugs, lots to go. But core concept is there. Ask it to make you a workout schedule for the month! or plan anything. It's Claude 3.7 -- state of the art model in Grug Notes! It's like Cursor in your notes!

pretty massive deploy     it's an mvp version of chat with notes feature. Only available through a prompt page at the bottom right currently until I get it more polished.     The killer feature is ability to generate notes, great for planning just about anything.     fixed some regressions on ai parsing attributes

I have no idea where AI will take the software world. Some say we'll have more software, malleable software. Many say the cost of software will go to zero.

Shipped an MVP version of Grug AI Editor. The button is at the bottom right of blocks or use ctrl-l. The prompt needs some work, but it's still useful at times! It's stateless, not a chat. Currently identical to audio ai/edit functionality, but at some point I expect it to diverge some.

regression fix. oops, publishing content moderation was not working

published blocks are now cached on cloudflare and serverside. Both caches are invalidated on save.

minimum viable implementation for block publishing

bug fix where enter key wouldn't create a new line, was a regression from last week

hello world     test     test2     test3

bug fix: title saving on new blocks fixed.

started using cloudflare

Changes to tab functionality. Now it shifts line to right with cursor anywhere. Similar to Obsidian instead of VS Code or Sublime Text. I couldn't think of an instance where you need to add four spaces in the middle of text.

added support for markdown checkboxes. as of now, don't think i'm making it a default on the quick toggle buttons...

bug fix -- occasional rendering error when toggling between editing and rendered state (ie clicking on and off a block)

added smart wrapping and the indentation indicator (vertical gray lines) to code blocks

very basic support for code blocks implemented. Use three backticks. No code highlighting or anything fancy yet. Improvements coming.

another major optimization for voice activity detection. like 10x faster! In practice, this shaves off about 1/10th of a second on all voice transcriptions. :)

voice activity detection redesigned -- should be much more reliable. less false negatives and false positives. This is a big big quality improvement.

adjusted some formatting in the help page. Also made a toggle for pull to refresh, so you can't refresh accidentally while the help drawer is open on mobile.

Significant improvements to audio and ai/edit features:     Improved voice activity detection     Using Gemini Flash 2.0 -- better in every way     👉 Displays speech recognition, and spinner until it's done     Alternations to the prompt for improved accuracy      👉 Fireworks.ai added as a backup to Groq for transcription services.

menu and audio button positioning regression (from a few days ago) fixed

improvement in the reliability of ai/edit audio feature. Still hunting for bugs, but it's notably better.

cursor handling added while audio recording. Basically, cursor position should be maintained while using audio.

bug fix -- audio ai/edit on an empty or new unsaved block was broken

initial prototype of audio lock feature for longer recordings and of diarization (meeting aka multispeaker transcription). Unfortunately not sure how to solve the problem of ios/pwa falling asleep!!! https://bugs.webkit.org/show_bug.cgi?id=254545

Crazy speed improvement on speech to text. Switched speech to text transcription api to Groq Whisper-3-large. It falls back to OpenAI api (whisper 2) which should make everything a little more reliable with that redundancy. I tried whisper-3-large-turbo, and while faster, doesn't seem quite as accurate.

regression fix from yesterday, affected new accounts for a few hours.

fixed help drawer -- it didn't scroll on desktop and sometimes it was needed.

prompt settings button, clean up -- consistently use svg.

added mouse over hovers to most all the links lol. after 2 years.

added underscore style markdown parsing for bold and italic

improved the fetching code for csrf. Basically send the request sooner, so there is much less chance of a csrf error.

Adjusted amount of context llm gets for natural language dates prompt. Should be an improvement in accuracy.

some caching bugs -- too aggressive caching. Right click on entity to change type slightly more reliable, but not quite 100%.

past and future sections removed from mobile screens. I never used it. More likely to use calendar to change days.

more prefetching on mouseovers and click on mouse down. FASTER woo

fixed a rendering bug on iOS when spaces would push to the next line. seriously this one was starting to drive me insane. I hope it's all fixed lol. I will never abandon the <textarea>!

persistent prompt pages now work -- that is the block for today is copied from the previous day it was edited, the same way it does on the home page.

added ability to "add to home" for any prompt page. Each prompt page now has it's own manifest.json that allow for this.

If you press and hold the little button to the left of the line, it'll do the same as ctrl-shift-return, ie strike through by default. Great for mobile.

Minimum viable offline support. Edits are stored in local storage and cleared once synced.

error fixed on similar block feature for empty blocks. Inconsequential, but feels good to make errors in the logs go away.

removed any dependencies on gpt 3.5

added title text to block settings button

minimum viable copy button added. need improvement, but seems to work.

stripe/subscription sync errors fixed

So stoked! There's been a nagging rendering error when a name or company was tagged within a url. Basically random occasions would cause crazy overlapping text during editing. Swapped anchor tag for span during edit mode. Cross our fingers, no more weirdness. It's interesting, chrome seems to treat anchor slightly different. Safari seems to do it better.

slight adjustment and improvement to date tagging prompt.

made some changes to how manifest.json is served -- now fully loaded into memory and served static, hopefully as efficiently as possible. I think it was causing a db hit and contributing to crashing during hacker news traffic.

csrf error fixed when on prompt page and trying to adjust block title or block settings.

some huge fixes on roam import. More robust and hoping urls correctly load now after the import.

login with google in one click -- instead of it previously going to another page to then click again. Nice quality of life improvement.

bug fix for accounts with a username that started or ended with an underscore

small layout adjustments. Better alignment of user name and audio input button.

removed unlinked blocks from datatype pages. it's not needed and saves a db query.

beta of roam research json import feature added to menu

tiny bugfix when archive is empty, error at endpoint for new accounts.

fixed regression where 'today' could be tagged as a natural language dates since the recent update in date parsing. In general, backlinks should not be created to the day of the note.

Front end bug fix, where sometimes audio buttons would be hidden on mobile after you press record.

bug fix -- prompts would be missing older blocks due to template mistake.

fixed a couple javascript errors on landing page.

date handling has been gutted. And largely turned over to claude 3.5 Sonnet. Seems good so far. Still some optimizing to do, but not slower and seemingly much more reliable than the rule based methods. Previously it was a combo of chatgpt 3.5 and rule based methods. But it would fail a good number of tests and was a patchwork of if statements. And got quite slow. The new method looks for any date entities on the server, and if any are found, claude is called to intelligently decide the dates.     let me know if it fails you! keizo@grugnotes.com

currently experiencing openai api issues/rate limits. May break ai entity identification and search.     fixed

templating issue fixed if you had a mention on your home page

Some new front end code that helps with more natural scrolling and keeping the text within view -- both on computer and in ios.

Finally switched to newer embedding model 'text-embedding-3-large' for search functionality. Seemingly better and faster search results already, but still needs tuning.     fixed ai breakage on new accounts caused by this ~12 hrs later

small bug fix in find/create prompt search. It was broken if the prompt was set to 'generate_today' but not show on this day... if that makes sense. Also now, when a block is already existing on the day, it correctly sets focus to that block.

Search and similar prompts features fixed from the Pinecone vector database issues.

Vector database service Pinecone is down as their service has gone through some breaking changes. Will take 1-2 days to update. Sorry! This means search is failing and similar prompts. :(

on a prompt page, blocks were listed first, then backlinks. Now they are listed mixed together in order of original block date. Works, but still needs ui and speed optimizations.

fixed a caching bug. if you delete a block on the main home page, the cache now correctly clears. For the past few weeks, it would appear to no be deleted until a full refresh or something else changed.

fixed the crazy bug from yesterday where new line or lines added at the start of an existing note would not save. Weirdest thing ever. Browser would seem to remove new lines unless the html started with a new line.

new model and prompt deployed for ai/edit voice editing feature. Uses full context of the note -- it's a lot better, but I'm sure it's not perfect.

Updated copy on landing page.

brotli added back to landing page

bug fix with similar prompts feature that would cause them to never load -- I think related to django upgrade some weeks back.

More major issues fixed for usernames with capital letters in it. Future, Past, Archive may not have been loading and search issues as well. Grug take long time! But work now.

Ooof, fixed a csrf error on audio recording -- partially broken since april 7th.

fixed a few endpoints that were no longer getting compressed due to yesterdays upgrades.

first deploy migrating from Django 3.2 to 5! and gunicorn to uvicorn server! Welcome to modern web dev Grug.

fixed drag and drop blocks that were broken last week from revision history update...

More aggressive caching on home, usually clearing cache on write. Shooting for sub 100ms server response.

A bunch more orm/sql query optimizations. Less queries on load. And a couple indexes added. And importantly pretty significant improvement on save function. SPEED! yay.

A few small and subtle query optimizations. Very small speed improvement.

Minor adjustments to caching so stale data is avoided.

Speed update! Better preloading and some initial client side caching. Little snappier responses. 😍 wondering what I broke 😅🤓

minimum implementation of edit 'revision history' for each block deployed. Needs work and needs diff formating still. Not functional on mobile yet, but soon!

Small bug fix and reliability improvement to search/ask.

A bunch of backend work on how backlinks are saved. Backlinks now have a creation date that will persist through saves and minor changes.     It's not much of a big deal right now, but I'm hoping it can provide some additional context in the future, to help identify stale tasks for example.

oh man, fixed a bad bug. Tags from hashtags and brackets were not properly creating backlinks for a while.

Encoding issues kinda fixed with latest version of chrome. Everything was rendering as symbols. Now seems ok.

Made the headers sticky on the datatype pages.

right clicking on the quick toggle button does the equivalent of ctrl-shift-return -- the default being markdown strike through around the line. Already found a cursor positioning bug, will fix later this week lol.

Sorry! there was a major bug since mid january that made natural language dates no longer link -- or actually they were linked, but it wasn't visible on that day. It should be fixed now.

Right clicking on a link brings up a context menu that allows changing the datatype. Minimum viable features!     Most useful if AI gets it wrong.     Also allows creating autotags.     Needs to be in view mode, it doesn't make sense in edit mode.          Unlinked mentions or backlinks are show at the bottom of prompt pages. WIP.          There are still some edge cases and bugs related to these features!

Added Inter and Roboto as fonts.

one line bug fix to prevent possible creation of two unique blocks within the same prompt and date. Which should be only possible if you set a title. In this case, the path was created with a timestamp which shouldn't be possible.

small bug fix where ai tags could occur within existing manual links or urls

fixed a diff match patch error that caused some sync errors around emoji.

First deploy of quick toggle ui feature that adds the ctrl-return shortcut as a clickable feature on desktop and on mobile.

drag handles moved to top of blocks

Fixed some formatting issues from dark design update, probably a dozen or so little tweaks.

Darker, but cleaner design deployed.

fixed a bug. If two browsers or devices were open. And the block was brand new, ie never saved, typing in one would not sync to the other with out a refresh. Now it should.

Some tests written, and non-visible improvements/bugfixes to sync. Chasing one last bug where you would lose a few words on save. Grug saw maybe 3x a month. Grug think we got it! But needs battle testing.

small ui updates, replaced some emoji with svg

small bug fix on prompt settings form where the textarea formatting was bad

implemented 'generate on days'

Changed favicons & app icons to new logo.

Some optimizations to javascript and stopped loading the archive at bottom of the page on mobile only. It was causing performance issues.

added semantically similar blocks on individual block pages. minimum viable feature. not sure how useful yet.

some small formatting adjustments with new logo

landing page update and logo change!

First deploy with autotags implemented.

Fixed bug introduced on oct 22 where speech to search and speech to find broke. :|

Added links to the day headings under "past" and "future". Changed the permalink style from an anchor emoji to / Mon xx. It's a little weird, but I think I like it better than the emoji. Maybe I'll consider a lone #, we used to do that for permalinks in the old web.

Another improvement on block ordering -- new blocks created are always appended in whatever column the prompt last had or default to column 3. The vertical row ordering is unique to each day. Column is universal or at the prompt level.

found another sync bug! But also may have fixed it today. Added another check to prevent duplicate requests. Optimistic this helps a great deal.

improved audio record button response speed after you get microphone permission from the user. The trick was removing noice cancelation and auto gain things from MediaRecorder set up. Whisper speech to text is so good, don't think it matters there will be no on device noise reduction.

fixed some accessibility things, and increase contrast for a lot of the ui

some refactoring work on sync. Reduced extra sync requests by slight bit. And now server responds with correct hash when a block doesn't exist. There is/was a bug here where sometimes server would overwrite user that happens to me 1-2x a month. Would lose a few words perhaps from seconds ago. This might fix -- but yet to confirm. :|

few hours focusing on speed -- major one is deferring all javascript. Much improved loading speed. Small improvements and error fixes.

fixed a bug where past & future were not formatting correctly on load

fixed bug where search/ask would break when extra spaces were present

first deploy of ai/edit via audio feature. Experimental... but cool!

improved positioning of past and future sections at 2 column width

small error bug fix where the entity recognition wouldn't work right away, it would take a refresh or two, on new accounts.

a new user created a username with a space, and it broke the account. Fixed the validation bug.

fixed a formatting issue where column 2 (daily notes usually) would overlap today's mentions

it shouldn't matter much in daily use, but refactored and improved caching of embeddings -- basically more efficient :)

removed all the prompt settings from the settings page. There is no real need since prompts are drag and drop sortable now.

Improved ordering of blocks when it transitions to 2 col and 1 column from 3.

Better word wrapping, and fixed a rendering error with long words. We no longer break-words. Just wrap on overflow.

little javascript refactor, fixed a bug that was calling ai endpoint twice!!!

Finally implemented drag and drop moving of blocks. This changes the column and ordering at the 'prompt' level so the view will be the same on any day.

Did some refactoring of some llm prompts and test code to make converting singular/plural prompt names more robust. Mostly not noticeable, but feels good to get done!

some ui fixes when there is a pop-over style thing, ie search. Fades out properly and no more pointer affecting things in the background issues.

Some small rendering error bugs fixed when there's punctuation around natural language dates.

small ui changes -- home button added at bottom left on mobile. Help button moved to menu.

bunch of small bug fixes w/css and ui. Moved the signup link to be at bottom.

deployed mvp of speech to text. This took a while, and did quite a bit of experimentation.

Cursor placement with multiuser editing is getting pretty good. Patches should get applied and the cursor or selection does the right thing.

Small update to search prompts to consider todays

Added a web manifest, so "add to home" runs as a progressive web app -- meaning the url bar is dropped and it loads from cache more instantly. This is possible now that there is sync functionality. HOWEVER, there is no offline support yet -- but the path is closer.

more work on sync. A few bug fixes so that things should converge between all clients.

More work on sync -- made a pretty significant change. Let's call it semi realtime sync. It's not google docs level collaborative, but updates do happen and things mostly converge. Using differential sync. For Grug purposes, it does the job -- and creates a path towards multiuser notebooks and tracking changes over time.     still an mvp feature     still need to match cursor position when updates happen     some odd things happen if actually trying to edit exactly at the same time, but this is very much not typical use case.

improved sync. some changes to optimistic locking. Should see far less false errors

changed the css technique on underlines (uses border now) for ai links -- this was a major source of rendering errors.

fixed a front end error that came up from hidden characters

fix some breakages from open ai updates

On prompt pages, the data fields will update after ai is called. So the page feels live. :)

search will now redirect to the 'date' view if you only type in a date. Things like aug 5, tomorrow, monday, a year from now, etc should all go direct to that page.

ctrl-shift return keyboard shortcut for wrapping a line with ~~ or other characters. First version. Needs work to apply to selections.

ui improvements, better menu and datatype link formatting for both desktop and mobile. Started using alpine js...

Implemented a simple warning when block length is over 3000 tokens. When getting primary entities, text will be truncated after 3200 tokens. Previously was not handled at all. #WIP

Updated the intro text on first login.

Fixed some more issues related to persistent prompts. When an empty persistent prompt was created, the main page would crash without an existing block.

Fixed a bug or two related issues with "persistent" prompts. It was a significant problem with the Scratch Pad default!!!     Deleting all notes would result in save failure. Fixed.     Also removed some old behavior where persistent blocks would get copied to tomorrow.         Now it should always copy from the past to today.

some small improvements on mobile search formatting. Better, not great yet.

better handling of llm mistakes and manual overrides of entities

search fix where natural language dates were not selecting local timezone.

rewrote landing page with updated copy

made search on prompt pages filter to that prompt only

search/ask grug... mvp feature deployed. This one took a while. Chatgpt based only when you ask a question. All the rest of the time, it presents semantic and keywords search results. When there is one clear best result, it'll be presented up top.

some corrections to natural language dates. fixed things like this past wednesday. before it was putting that as next week.

small front end bug fix where tags were still highlighted within a longer word. "Action" within extraction for example.

backend changes with ai prompts to use json instead of custom formatting. aiming to be a little more robust on random output from llm.

css improvements for mobile     datatypes at bottom of screen fomatting fixes on block view bug fix where some blocks weren't show in archive. specifically where the prompt had setting generate in past checked.

fixed tiny front end bug where prompts got replaced with prompt capitalizations. So lower case company, might get capitalized and cause a rendering error.

pretty major deploy! major backend changes     chatgpt api, makes costs manageable!         and a lot faster!     known entities are tagged from database!         this major, helps ai perform better as well     quite a few tweaks and improvements on the front end with tag highlighting         less filter conflicts, as text is tokenized so we can manage the chaos better             no double tagging -- longer tags go first     a lot of refactoring

broke the date display in yesterdays deploy. fixed.

removed auto login/signup form, replaced with a simpler login form. Should fix any password manager issues, and prevent accidental account creation.

partial rewrite of filters/rendering front end. Fixes many rendering bugs when tags would interfere with each other. Text is tokenized before tags are highlighted to prevent html from getting jammed up.