AndyAI News / Admin / v1.1.0-e

Operator Upgrade Pack — Newsletter Export

This step upgrades the safe preview route with newsletter export preview, copy/download actions, and format-aware filename generation without touching the main admin workflow.

Multi-day navigation

done

Preview slot for switching between daily datasets and published issues.

Why it matters: Turns single-day editing into a real daily operations workflow.

Next step: Bind available dates to manifest and data directory discovery.

Draft autosave

done

Local-first autosave layer for preserving admin work during editing sessions.

Why it matters: Reduces risk of lost work and makes the operator workflow calmer.

Next step: Wire editor state into localStorage with timestamped save receipts.

Manifest helper / live day switch

done

Preview slot for selecting the active live day in a safer guided flow.

Why it matters: Reduces manual manifest mistakes and speeds up publishing.

Next step: Add guided manifest write flow with validation and confirmation.

Newsletter export

done

Preview slot for email / bulletin-friendly output generation.

Why it matters: Creates immediate content reuse across channels.

Next step: Map story dataset into export-ready markdown, html, and text outputs.

Multi-day navigation

Manifest-backed issue discovery and working-date selection.

Current live date: not detected
Available issues: 0

Working date

No issue metadata could be derived from the manifest.

Draft autosave

Real local-first autosave preview with save-state feedback and recovery controls.

idleLast saved: not saved yet

autosave enabled

Manifest helper / live day switch

Guided preview for selecting the next live issue, checking change state, and simulating a switch plan.

idleLast simulated: not simulated yet

Current live date: not set

Candidate live date

Switch plan preview

Current livenot set

Candidate livenot selected

Change neededno

Candidate filenot available

Candidate covernot available

{
  "currentDate": null,
  "previousDate": null,
  "note": "preview only — no manifest writeback in v1.1.0-d"
}

Newsletter export

Real preview export with format-aware output, filename helper, copy action, and download action.

Formatinclude coversummaries only

Filename: andyai-news-bulletin-2026-03-22.md

# AndyAI News

Date: 2026-03-22

Cover: /covers/2026-03-22-cover.jpg

## Stories

### 1. AI Agents Enter the Execution Era

AI systems are moving from answering questions to completing multi-step tasks across code, tools, and workflows.

### 2. Open-Source Agent Frameworks Accelerate

Open ecosystems for agent orchestration, tooling, and automation are expanding fast and giving builders more freedom.

### 3. Smaller Models Keep Getting Smarter

Compact models are improving quickly and becoming practical for local, private, and low-cost AI deployments.

### 4. Trust and Verification Layers Become Essential

Teams are paying more attention to proofs, logs, receipts, approvals, and signed outputs for agent systems.

### 5. Multi-Agent Systems Go Mainstream

Single assistants are giving way to coordinated teams of specialized agents working under an orchestrator.

### 6. AI Browser Automation Gains Momentum

AI systems are increasingly able to navigate websites, fill forms, read dashboards, and complete routine web tasks.

### 7. AI-Native Workflows Replace Traditional Workflows

The shift is no longer about replacing a single job. It is about redesigning how whole workflows are executed.

### 8. AI in Biology and Medicine Continues to Surge

AI is playing a larger role in discovery, analysis, and decision support across life sciences and healthcare.

### 9. Hybrid AI Wins: Cloud Plus Edge

The strongest practical architecture combines fast local AI with powerful cloud AI rather than choosing only one side.

End of bulletin.