Edorena

Ever end the day wondering "what did I actually do today?" Building Edorena to fix that. Alpha live | Try it or DM me.

[Edorena @edorenalabs]

An interesting engineering problem:

What happens when the user writes something we've never seen before?

We're building Edorena so that unknown language becomes a knowledge gap, not a system failure.

Real users will eventually tell us what to add.

#buildinpublic #AI #edorena

[Edorena @edorenalabs]

@NoorTech0 Yes that how should it work

[Edorena @edorenalabs]

We don't want Edorena to tell users:

"This is a good decision."

That's not the job.

The system should say:

"This decision matches one of your rules."

The user decides what that means.

That distinction matters.

#ProductDesign #AI #edorena

[Edorena @edorenalabs]

Maybe it's time to build technology that helps us question why we're choosing it.

#Edorena #DecisionIntelligence #DecisionMaking #BehaviorChange #HumanBehavior #IntentionalLiving #AI #FutureOfTechnology #SelfAwareness #Innovation #BuildInPublic

[Edorena @edorenalabs]

We added confidence scoring to the rule engine.

Because:

exact match

and

semantic relationship

shouldn't necessarily have the same strength.

The engine should know not only what matched, but how strongly it matched.

#AI #NLP #buildinpublic #edorena

[Edorena @edorenalabs]

@ElaraAiLab Yes agree, Elara.

[Edorena @edorenalabs]

Thing we're learning while building Edorena:

The best systems have complicated reasoning underneath very simple interfaces.

user sees:

"Does this align with my rule?"
Underneath:

Parser → Graphs → Concepts → Evidence → Matching → Confidence

#BuildInPublic #AI #edorena

[Edorena @edorenalabs]

@NoorTech0 yes exactly

[Edorena @edorenalabs]

@abdullbuilds let's connect

[Edorena @edorenalabs]

@NoorTech0 Yes agree 😇

[Edorena @edorenalabs]

We're deliberately not asking an LLM to solve every problem inside Edorena.

Some problems are better solved with deterministic systems.

Graphs.
Rules.
Evidence.
Scoring.
AI where it helps.
Engineering where it makes more sense.

#AIEngineering #SaaS #founder #edorena

[Edorena @edorenalabs]

We built an Action Graph.
Not glamorous.
No fancy UI.

Just relationships like:

run → exercise

jog → exercise

workout → exercise

But this tiny graph changes how natural language rules behave.

#BuildInPublic #AIEngineering #edorena

[Edorena @edorenalabs]

@NoorTech0 Yes :)

[Edorena @edorenalabs]

We upgraded Edorena's rule model.

The interesting part isn't the code.

It's the shift:

"Does this sentence contain the same words?"

to:

Does this decision align with what the user said matters?

That's the product we're trying to build.

#buildinpublic #Productivity #edorena

[Edorena @edorenalabs]

@AsvdCodes @X @grok sure let's connect

[Edorena @edorenalabs]

Hardest parts of building Edorena wasn't writing the matcher.

It was deciding what a "match" actually means.

Exact match?
Related action?
Related object?
Concept match?
Context match?

We finally have a model for answering those questions.
#AI #NLP #buildinpublic #edorena

[Edorena @edorenalabs]

A rule shouldn't just be:

"Read books"

It should carry meaning.

What action?
What object?
What concepts?
What context?

How strong is the match?

That's the direction we're taking Edorena.

#AIEngineering #buildinpublic #edorena

[Edorena @edorenalabs]

We changed the way Edorena thinks about rules.

Before, a rule was basically something to match.

Now we're treating a rule as a structured model:

intent → action → object → concepts → context → evidence

That architectural opens up a lot.

#buildinpublic #AI #SaaS #edorena

[Edorena @edorenalabs]

🚀 Milestone

The new Edorena Rule Engine is now live.

Months of work:

✓ Semantic parsing
✓ Action graph
✓ Object graph
✓ Concept matching
✓ Confidence scoring
✓ Rule evaluation
On to the next chapter.

#buildinpublic #AI #startup #SaaS #edorena

[Edorena @edorenalabs]

Building Edorena has taught us one thing:

Simple user experiences often require surprisingly complex systems underneath.

That's the invisible work.

#buildinpublic #ArtificialIntelligence #Productivity
#Founders #edorena