Notes from the process.

Entries distinguish proposals and retrospective accounts from released features. These entries use the available context, not a fabricated version history.

4 entries shown
01
Retrospective accountSeptember 2026 context

Keeping the first release focused

How to prioritise a useful application journey without letting additional capabilities define the release.

The problem

The platform can expand in many directions. Each additional capability introduces development, support and validation work.

The options

Broaden the feature set before release, or focus on a coherent core workflow and keep additional plugins outside the immediate scope.

The approach

Prioritise the core journey using user value, feasibility, cost and effort. Record attractive ideas without treating them as release requirements.

What needs validating

Whether the core journey delivers enough value on its own, and where users encounter friction before asking for more features.

This is a retrospective scope account. It does not assert a release date, conversion improvement or completed experiment.

02
Proposed changeInformation architecture

Making reusable documents easier to find

Exploring a dedicated library without losing the relationship between documents and applications.

The trigger

Reusable content needs an understandable home. Application-specific storage and a global library solve different parts of that problem.

The proposal

Create a dedicated library entry in the navigation, with explicit relationships to relevant applications.

The trade-off

Visibility and reuse improve only if the user can understand versions, ownership and which document belongs to which application.

The planned check

Ask a participant to locate an existing document and use it for another application. Record completion, wrong turns and help needed.

Proposal and test plan only. No measured usability result or implemented navigation change is claimed.

03
Reported pauseSeptember 2026 context

Treating upload readiness as a release decision

Why the evidence needed to reopen a feature matters as much as the code change itself.

The context

New document and interview-audio uploads were paused while readiness was reviewed. Local fixes alone were not sufficient proof of a verified production release.

The decision

Keep the pause in place pending appropriate verification, while communicating which permitted workflows remain available.

The principle

Distinguish implementation, deployment and verification. A change in one stage is not evidence of completion in the others.

The boundary

A public case study should explain the user impact and decision criteria without exposing sensitive security findings or internal implementation details.

This records the owner-reported September 2026 position. It is not a live status check or a claim that the feature has reopened.

04
Planned evaluationNo results claimed

What would better CV feedback look like?

Defining an evaluation around faithful, useful suggestions rather than simply more polished wording.

The question

Can a structured approach improve relevance and usefulness without inventing experience, qualifications or achievements?

The comparison

Compare a simple baseline with structured applicant evidence and job requirements, using the same synthetic inputs.

The checks

Review factual faithfulness, relevance, required editing, latency and cost. Include missing information, conflicting dates and unmet qualifications.

The reporting plan

Record the sample, configuration, rubric, failures and limitations. Keep offline output quality separate from any claim about hiring outcomes.

Evaluation design only. No models have been run and no scores, costs or response times are supplied in this portfolio.

Now

Validate the core journey

Clarify readiness and identify where the intended task becomes difficult.

Next

Improve the observed friction

Use specific feedback and checks to decide which changes matter most.

Later

Expand where evidence supports it

Consider additional capabilities without treating a longer feature list as progress.

CV request

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aranda.tuduwage@gmail.com

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