- Make things easier
- Adding constraints
- Like Lego
- Advice on strategy
- Hardest part is getting traction
- Marketing / growth hacking
- Making home page
- README
- “I don’t know where early cyclejs users came from”
- Things that helped the adoption
- Picking the right keywords, buzz words
- Reactive RxJS Functional VirtualDom
- Marketing needs to have a big role
- “How do I deal with people?”
- “How do I get people to understand?”
- Needs to be an early dialogue
- Interested in new stuff
- But ephemeral interest, so need to evolve enough to get next level of developers interested
- Unintended use cases are key, see how people use things
- Choose buzzwords to choose target audience
- When you want to make something for everybody, don’t market it this way in the beginning
- The late majority doesn’t look for things like them. They just follow the early community
- Buzzwords not going to help
- Reactive - 2013-2015
- But people realizes that this doesn’t mean anything
- Reactive Manifesto
- When it was new it was confusing people and they liked it
- FRP - would bring a bunch of Haskellers
- Elm used FRP when Reactive was a buzzword
- But not sure that will help
- Spreadsheets
- AI is a good buzzword
- Stream is a good buzzword
- How is the world going to be in 10 years from now?
- AI could be
- What would be the accessible computing platform for everyone be using AI?
-
When choosing a paradigm, there are not that many options
-
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)
- http://wiki.c2.com/?ThereAreExactlyThreeParadigms
- Does not exist - requires AI?
- “Please do what I want”
- Turn off the light
- Make it cozy
- Put on a nice movie
- Humans don’t like dealing with someone that’s pedantic
- Elm is pedantic with British culture: nice when it corrects you
- TODO think about the upsides and downsides of each paradigm
- FP
- Difficulty of expressing things in unfamiliar way
- Logic programming
- Explosion of search space so things are slow
- Precision
- Don’t necessarily need AI
- That’s logic programming
- The computer could guess what you mean with defaults
- In the future you could guess with AI
- Could also crowdsource these default values
- One option is a conversational
- Chat bot style
- Human programmers are like this currently
- “Expert systems” AI
- For detecting diseases
- TODO figure out why this was abandoned?
- Maybe because you have to add all the questions by hand
- Functional programming and logic programming Hybrid
- (Relation is generalization of a function if you allow relations inside functional program)
- Picks some default values
- Maps from output back to input
- Advice on how I spend my time
- First a chaotic period
- Very hacky
- And this is good
- Keep this so you can quickly experiment with ideas
- Try not to make it a process or too formal too early
- Make sure you really define a use case
- Make games
- Eve - help companies that have a lot of spreadsheets
- Make a hacky tool that maximizes value for that use case and customer
- Don’t be afraid to make it hacky that delivers value quickly
- Use Typescript, not JavaScript
- Will be easier to refactor with a typed language
- Spend more time with the problem
- Not with the solution
- This is what the problem is / this is how the problem looks
- Get a shape of it
- Then you’ll see what the solution is
- Need more than a vague idea of it
- ** TODO THINK ABOUT THIS**
- It’s only after 248 comments they found a solution here
- https://github.com/staltz/cycle-onionify/issues/28
- Make simple things so people can give feedback on small details
- CycleJS roadmap for next year
- Move away from functional and reactive buzzwords
-
Abstraction behind: stream graph
- Don’t even need to say that the nodes are streams
- Use case for reactive Scratch is there
- But might take more time
- Could make this more small
- Would be able to iterate faster on text
- But how novel would the library be or just use existing
- Is this just fran?
- Glitch avoidance
- Happens when you do a combine
- Systems need to have an idea of what’s “happening at the same time”
- CycleJS doesn’t have this
- Provides absolute guarantees everywhere
- But glitches rarely happen when you allow them and there are ways of solving them
- https://staltz.com/rx-glitches-arent-actually-a-problem.html
- What should I read or look up?
- https://ds300.github.io/derivablejs/
- Similar to mobX
- https://mobx.js.org/
- Often described as spreadsheets
- Plugging one thing for another
- Allow people to change things imperatively
- They do avoid glitches
- Allow you to give “same time” at pragmatic level
- One of the only dataflow languages
- Recommended from Evan from Elm
- Notion of things happening at the same time: synchronous
- Conal Elliott
- He’s solving for good garuntees in 100% of cases
- As opposed to 98% like CycleJS
- So feels like wasted effort to provide guarantees for 2%
- Woof vs Scratch
- There is great respect for Scratch
- Does blockly exist?
- Showed cycle v2
- Blockly or scratch descibes imperitive with nested commands
- CycleJS stream graph as IDE
- Some parts are not part of the graph
- Declarative scratch with blockly
- Two different tools and you could use them together in a bigger tool
- One is declarative
- One is imperative
- One of the most important building blocks
- ** Scratch-like thing but for evaluation**
- ** Expression editor**
- ** Blockly alternative**
- ** TODO THINK MORE ABOUT THIS**
- ** Is the most important problem to solve now?**
- ** This could improve things for kids by a lot**
- ** Could be used in a lot of projects**
- ** How to build this?**
- ** Do this on SVG**
- ** Can do custom**
- ** SVG and HTML**
- ** Maybe just use React because good error**
- ** CycleJS uses typeerrors**
- ** Elm has great errors**
- Elm blockly that writes elm that you teach to kids
- Then from that something else grows
- Should I work on http://glench.com/LegibleMathematics/?
- Symbolic computing
- But only useful for math
- This but for update functions so it wouldn’t look like this?
- Like this https://pumpula.net/foolproof-html/?
- Compile to cyclejs
-
Typescript? No that would be weird
- What to work on next?
- Streamsheets - no, too much unknown
- Blockly for Elm or CycleJS
- Could spend an hour here thinking about how to
- Expression editor
- Legible mathematics
- Foolproof html
- Thing to go inside every other app I ever made in this space
- Also go inside spreadsheet expressions
- Basically like codemirror but for expressions
- Could eventually turn into a blockly alternative
- Which I could then use to make into a UI for cycle or elm or anything
- Need to think about why building elm blockly or cyclejs blockly doesn’t work
- Maybe has to do with sequential nature of the blocks vs how they fit inside each other
- Think about how to make this infinitely customizable
- Question: is this the highest leverage thing to build now?
- Can always approximate with VBA expressions or like with what aprt.us has
- Good extensive googling to see if this exists
- Compile a list of similar things, like aprt.us, google sheets, what numbers on mac does, soulver, etc
- https://github.com/viskell/viskell
- Think about the projectional editor tradeoffs
- Lamdu
- Isomorph
- FRP WoofJS
- Read
- What to work on this week
- Getting feedback on master plan and what to work on next
- Continue developing plans for ideas of things to work on next
- Marinate in problem
- Think through solutions