WORK NOTES

What was built.
What was checked.

Not just the output, but the decisions behind it.
A guide to demos and evaluation records from independent development.

The problem, the design, and its limits.

Examples from independent development, not client deployment case studies.

Oathra

Do not accept the agent’s “booked” as proof.

Problem
An agent can summarize success while the other party has only offered to check.
Design
Attach dates, party size and confirmation to the other party’s words.
Inspect
Inspect the reply and its verdict together in the browser evidence lab.
Limit
Spoken confirmation does not prove a booking-system entry.
Inspect the public record ↗

AI Meeting

Separate a proposed change from a saved task.

Problem
A misheard deadline should not silently become the saved state.
Design
Review uncertain changes before they are applied to the task ledger.
Inspect
The published recording shows conversation and task changes together.
Limit
The recording includes synthetic input and some scripted operations.
Inspect the public record ↗

AI Secure

Investigate a case, not a disconnected alert list.

Problem
An isolated alert does not show the path worth investigating.
Design
Connect exposed assets, privileged logins and file access.
Inspect
The sample separates observations, hypotheses and unknowns.
Limit
Synthetic examples do not establish real-world detection performance.
Inspect the public record ↗

These links describe independent work, not customer deployment case studies or third-party audits. See the source for the latest scope and conditions.
Source review date: 2026-09-15

NOTE 01

Genie

Developer preview

What you can inspect

Real app recordings and saved artifacts. Waiting is condensed.

Current scope

The app needs local services and a configured model, on macOS 14 or later. The download alone is not a hosted service. A screenshot is optional and goes to the connected model only when you send a question. Previously Astra.

What you can discuss

Prototype an internal AI workspace or an assistant using local and external models.

NOTE 02

AI Meeting

Beta

What you can inspect

45-second recording with real Gemini responses, synthetic speech input, and some scripted confirmations.

Current scope

Account-free tasks and the verified-email, time-limited voice trial are different experiences. External meeting connections require setup and evaluation.

What you can discuss

Prototype voice-based training, task capture, or an AI character experience.

NOTE 03

Oathra

Developer release

What you can inspect

Transcript checks, simulation (recorded calls by the built-in agent, GPT-4o mini and Gemini Flash), and documented real-call development. The 100-real-call evaluation is not complete.

Current scope

A spoken agreement does not prove a booking exists in a business system. Simulation and real-call evidence are separate. Real calls need configuration and incur costs.

What you can discuss

Prototype a phone workflow, add completion checks to a voice agent, or design consent and human handoff.

NOTE 04

AI Secure

Research prototype

What you can inspect

An interactive synthetic case and reproducible single-rule versus correlation evaluation.

Current scope

Snapshot analysis, not continuous monitoring or enforcement. It does not confirm exfiltration. Published evaluations use synthetic data, not production performance guarantees.

What you can discuss

Prototype log ingestion and evidence-aware investigation. Not a replacement for production security controls.

NOTE 05

Agent Team

Under evaluation

What you can inspect

Real-model work records and evaluation results including failures. The featured research replay ended partial.

Current scope

A quality advantage over a single agent has not been established. Published comparisons include failures and provider constraints. Production acceptance is separate.

What you can discuss

Prototype agent workflows with explicit roles, artifact checks, budgets, permissions, and human approval.

NOTE 06

Launchloom

Alpha

What you can inspect

A film made by the tool itself, a real launch kit, and local verification records.

Current scope

Single-operator alpha. Generating material is not publishing it. Real social-account publishing remains unverified; engagement and business outcomes are not guaranteed.

What you can discuss

Design a recording-to-launch workflow, brand-specific templates, and approval steps.

NOTE 07

星藍ノア

Streaming

What you can inspect

A film made to explain Noa; not a recording of a live stream.

Current scope

It is not a system that can never give an inappropriate reply. The conversation AI has usage fees, and running it uses electricity. A recording of a full live run has not been published.

What you can discuss

Character-led streams, guidance in shops and venues, and prototypes for handling enquiries.

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