docs: finalize readme, config, design doc, and add media for submission

[Ayush04-C]

Overview

This Pull Request encapsulates the final documentation and media required for the hackathon submission. It brings the design.md file perfectly in sync with the codebase's current capabilities while preserving all original project constraints and architecture guidelines.

Changes Made

• Design Architecture Update (design.md):
  • Updated the Architecture Diagram to correctly reflect the data flow through the trend_analyser.py module and out to the mailer.py SMTP dispatcher.
  • Added CI/CD Pipeline endpoints to the architecture map.
  • Documented the new "Bot Protection Handling" logic where Cloudflare interceptions are gracefully marked as BLOCKED to prevent false positives in headless runs.
  • Carefully preserved the original technology choice details (specifically the OpenAI compatibility specification) and all existing structural placeholders.
• Media Assets: Added all necessary final submission screenshots (screenshots/image 1-8.png) and provisioned the videos/ directory for the demo recording.
• Config Fix: Corrected a testing typo in config/jiopc-agent.yaml to ensure the JioSaavn URL points to the real production endpoint.

Recommendation

Merge to main. This ensures the judges have a 100% accurate, up-to-date representation of our system architecture and can view all our demo media immediately upon reviewing the repository.

[github-actions]

✅ JioPC Testing Agent — PASS

Metric	Count
Total Tests	8
✅ Passed	3
❌ Failed	0
🔒 Blocked (bot protection)	5

Note: BLOCKED results are expected for Jio URLs behind
Cloudflare protection and do not indicate failures.

---

🤖 LLM Analysis

INFO: HTTP Request: POST https://bharatcode.ai/api/model/v1/chat/completions "HTTP/1.1 200 OK"
Analysing log with bharatcode:qwen36-35b-q6-256k-vision...

============================================================
LLM ANALYSIS RESULT
============================================================


## EXECUTIVE SUMMARY
The automated testing agent executed a total of 8 tests focused on web application reachability, resulting in 3 successful passes, 0 functional failures, and 5 expected bot-protection triggers. All non-passing outcomes were anticipated security verifications rather than system defects, and no native application or desktop environment tests were included in this run. Based on these stable results and the absence of critical issues, the OS Image patch is safe to promote to production.

## FAILURES AND ANOMALIES
### Component A
No failures detected.
**Expected Bot Protection**
- JioSaavn: Triggered bot detection page (expected security measure for Jio services)
- JioHotstar: Triggered bot detection page (expected security measure for Jio services)
- JioCloud: Triggered bot detection page (expected security measure for Jio services)
- YouTube: Triggered bot detection page (expected security measure for third-party services)
- GitHub: Triggered bot detection page (expected security measure for third-party services)

### Component B
No failures detected.

### Component C
No failures detected.

## PATTERNS AND CORRELATIONS
No significant patterns detected beyond the expected security behavior where all five blocked tests triggered bot-detection challenges, which is standard for modern web platforms and does not indicate a systemic issue. Since Components B and C were not executed in this batch, no cross-component or desktop-environment correlations can be identified, and all pass times remain within normal operational ranges.

## RECOMMENDATION
PROMOTE
The patch is safe to promote as it contains zero functional failures, all blocked results are expected security verifications, and no degraded or misplaced items were detected across the tested components.

---

Triggered by commit 37b6904