Jiffi/AI Knowledge Hub
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Jiffi AI Knowledge Hub

Build it right, not just fast.

Most AI builds die because nobody planned them. There are pathways to build fast, and pathways to build right. This is the second one: 30 free guides, the tools that run them, and a written plan you own at the end.

Built for founders, operators and product people shipping without a dev team.

Start buildingRead the first guide

No credit card. Signing up includes 24 credits: about 8 planning turns with idea8.

Real products, built this way
TrawlyPalateMCP
step-by-step guides
30step-by-step guides
products shipped with the process
2products shipped with the process
builders signed up
32builders signed up

We don’t teach you about AI. We hand you the build.

Most AI content leaves you with opinions and no product. Tutorials show you a toy. Courses sell you theory. Meanwhile the thing you actually wanted to build is still a note on your phone.

These are the workflows we run on real client projects, written down in order, with the exact prompts. You plan it properly first, then you build. What comes out the other end is working software, plus the written plan that got it there.

The playbook

Free to read, start to finish. Each track is a complete build, not a taster.

Track 01

Build a web app

10 steps

Start this track
Track 02

Build an iOS app

10 steps

Start this track
Track 03

Case studies

The process, on real products.

Anyone can show you a finished screen. The part a demo cannot fake is the record of decisions behind it, written down while changing your mind was still cheap. These are live, and those records are still legible. That is the step most AI builds skip, and the reason most AI builds stall.

Trawly

Trawly: a briefing with a readership of one

A personalised morning briefing. Trawly reads the internet overnight and delivers a finite set of stories that match one specific reader, rather than an infinite feed that matches nobody.

  1. 1

    The idea

    The information problem is not scarcity, it is ratio. The good material exists and it is buried. Newsletters solve this by writing once for thousands of readers, which means the edit is a compromise for every one of them. Feeds solve it by never ending, which is not solving it. Chatbots solve it only if you already know what to ask, and the whole point is that you do not.

    So the product had a hard requirement disguised as a soft one: the output has to be finite and it has to arrive without being asked for. That constraint rules out most of the obvious designs, and it needed to be settled in writing before anyone built a pipeline, because it determines the entire shape of the system.

  2. 2

    The plan, written first

What you walk away with

You don’t leave with notes. You leave with the planning pack.

Every idea8 session ends by writing the pack down: the decisions, the trade-offs, and the questions still open. It is what your build runs on, so the PRD, ADRs and the rest have everything they need. Below is an example, in the exact shape idea8 produces. Read it. Judge the quality yourself.

PRD: In-app feedback widgetv1Example

Problem

Users hit friction and never tell us. The support inbox catches the loud ones, but the quiet drop-off is invisible. We want a way for a user to say "this is broken" or "this is good" in the moment, without leaving what they are doing.

Users

The primary user is a signed-in customer on any screen of the dashboard. The secondary user is the product team, who read what comes in.

Requirements

  • A small, dismissible trigger on every authenticated page.

We wrote the playbook. Then we built the tools to run it.

The guides get you moving. These keep you moving when the plan gets hard, the scope creeps, or you need someone to argue with at 11pm.

idea8

A planning partner that pushes back

Describe what you want to build. idea8 asks the questions a good co-founder would, and does not let you skip the awkward ones. Try it below.

Live sessions

Build it with us, live

Small-group working sessions. Bring the thing you are stuck on and leave with it running. A seat is a fixed price, and every seat comes with a bundle of credits to keep planning after the session ends.

See upcoming sessions

The toolbelt

One balance. A growing toolbelt.

One balance runs the tools we host, and the set keeps growing. PalateMCP is its own product, priced separately. Every tool below states what it costs. What is live is live. What is next is marked as coming, with no date attached until we can keep it.

Live

idea8

Argues with your idea until it is worth building.

Most planning tools take your idea at face value and format it. idea8 does the opposite. It asks the hard questions, challenges the assumptions you have not noticed you are making, and drives the conversation toward something specific enough to build. When the thinking is done, it writes the planning pack: the artifacts your build runs on, so that when you follow the guides your PRD, ADRs, brief, plan and spec have everything they need. Where the conversation did not settle a question, the pack says so under Open questions rather than inventing a plausible answer. A named gap is useful. A fabricated one is a trap.

What you walk away with

  • An Idea Pack: the problem, users, value and the exact prompt to hand your AI coding tool
  • A phased delivery plan: what to build first, next and later, with the reasoning
  • A competitive landscape: who else is there and where the gap is
3 credits per planning turn, 15 to turn the session into an artifactOpen idea8
Live

PalateMCP

Your build stops looking AI-generated.

AI builders converge. Ask three of them for a website and you get the same centred hero, the same gradient, the same rounded cards, because they are all averaging the same internet. PalateMCP is a taste layer that sits between your AI tool and that average. It grounds the build in a library of real websites that have been analysed properly: design tokens, inner-page structure, the signature moves that make a site feel considered, and explicit do and do-not rules. Your agent stops guessing what good looks like and starts working from evidence.

What you walk away with

  • Design tokens pulled from real sites: colour, type, spacing, motion
  • Inner-page structure, not just homepage inspiration
  • Signature moves and the mechanics behind them, catalogued and searchable
Priced separately at palatemcp.com, including a free tierOpen PalateMCP

What it costs

The guides are free, permanently. You pay for live sessions or a membership, and credits come with both. Credits are what the toolbelt runs on, never the price of a seat.

Free

A$0

  • Every guide, start to finish
  • 24 credits on signup
  • About 8 planning turns with idea8
Live session

Build it with us

A seat is a fixed price per session. Buying one grants you a bundle of credits on top, so you leave with momentum rather than a recording.

Ready to build the thing?

Start with the first guide. You will have something running before you need to spend a cent.

Start building
Jiffi AI
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Build an AI agent

10 steps

Start this track

Built the Jiffi way: the arguments were had on paper first, while changing your mind was still cheap.

The planning stage was where the awkward questions got asked. What counts as a good story for this specific reader, and how would we know we got it wrong? What happens on a slow news day, does the briefing pad itself out or arrive short? A decision like that is trivial to make in a document and expensive to discover after the pipeline is built around the wrong answer.

Only once those decisions were recorded, with the reasoning and the rejected alternatives written down, did the build start. The artifacts were not a deliverable produced for a client file. They were the working documents, and they stayed useful after launch because they explain why the system is the way it is.

Artifacts produced

  • PRD: personalised daily briefing
  • ADR: finite daily edition over an infinite feed
  • ADR: personalisation model and how relevance is judged
  • Plan: phased build, from ingestion through to delivery
  • 3

    What shipped

    Trawly is live and running at heytrawly.com. It sends a personalised briefing each weekday morning, tuned to the individual reader rather than to a subscriber list.

    The reason it is here as evidence is not the launch. It is that the decisions behind it are still legible. Someone can open the record and see what was chosen, what was rejected, and why. That is what separates a product that can be maintained from one that only its author understands.

    See Trawly live
  • Also built this way

    • PalateMCP

      PalateMCP: taste as infrastructure

      Every AI builds the same website. PalateMCP is the design taste layer that stops that, serving AI build tools a library of real, deeply analysed sites instead of the internet average.

      See PalateMCP live

      Artifacts produced

      • PRD: design taste layer for AI builders
      • ADR: MCP server as the delivery surface
      • ADR: reference analysis schema and depth of extraction
      • Spec: reference retrieval and matching behaviour
  • One tap opens a short form: a sentiment and an optional comment.
  • Submission is captured with the page it came from and the user id.
  • The user gets a clear acknowledgement, and the widget stays out of the way afterwards.
  • Out of scope

    • Public, unauthenticated feedback.
    • Screenshot capture and annotation.
    • A full support-ticket workflow. This feeds triage, it does not replace it.

    Success measures

    • Feedback volume is high enough to be useful, not so high it is noise.
    • Every item is attributable to a page, so a pattern can be found.
    • The widget never blocks a user from doing what they came to do.

    Open questions

    • Should sentiment be a three-point scale or free text only? Not settled here.
    • Do we rate-limit per user to stop accidental duplicates? Worth a decision before build.
    An example of what idea8 writes, not a customer’s private work. Your own sessions live in your library, versioned, and export as markdown.

    One session writes the full set

    • Idea Pack

      Problem, users, value, and the prompt to hand your AI

    • Phased plan

      What to build first, next and later, with the reasoning

    • Competitive landscape

      Who else is there, and where the gap is

    • Assumption register

      What you are betting on, and the risk

    • Dependency register

      What the build will need, nothing missed

    • PMF read

      Honest evidence, open questions included

    Your toolbelt keeps growing

    Every tool we add runs on the same balance you already hold. Your credits reach each new one the day it lands, so what a membership is worth keeps climbing while the price stays where it is. We ship them when they are right, not to hit a date.

    Coming soon

    Critic

    Attacks your plan before reality does.

    You wrote the PRD. You are now the worst possible person to review it. Critic takes a finished planning artifact and argues the other side: the assumption holding up the whole thing, the requirement that contradicts another one, the success measure nobody could actually collect, the alternative the ADR dismissed too quickly. It returns a ranked list of what is most likely to break and what evidence would settle each one. Not yet available.

    What you walk away with

    • A ranked risk register drawn from your own artifact
    • The load-bearing assumptions, named and separated from the safe ones
    • Contradictions between requirements, flagged with both sides quoted
    Not yet pricedNot available yet
    Coming soon

    Handover

    Turns planning into something a builder can start on Monday.

    A PRD is not a build queue. Handover reads your artifacts and produces the thing that actually gets worked from: scoped units of work in dependency order, each with acceptance criteria specific enough to argue about, and each traced back to the decision that produced it. Works whether the builder is a person or a coding agent. Not yet available.

    What you walk away with

    • Scoped units of work in dependency order
    • Acceptance criteria written to be testable, not aspirational
    • Every item traced back to the requirement or ADR it came from
    Not yet pricedNot available yet
    Coming soon

    Drift

    Tells you where the build stopped matching the plan.

    Decisions rot quietly. Six weeks in, the codebase has quietly done the opposite of what the ADR said, and nobody noticed because nobody was looking. Drift checks a codebase against the artifacts that specified it and reports where the two have separated: decisions silently reversed, requirements never implemented, and constraints the build has grown out of. Then it tells you which ones matter. Not yet available.

    What you walk away with

    • Decisions the build has reversed, with the ADR and the code side by side
    • Requirements from the PRD with nothing implementing them
    • Constraints the build has outgrown
    Not yet pricedNot available yet
    See the whole toolbelt
    See sessions and prices
    Membership

    Keep going

    A$30/month

    • 450 credits every month
    • About 150 planning turns, or two prototypes' worth
    • Member-only guides
    • Cancel any time
    See the full breakdown