chore: bulk commit of local changes across blog writer, SEO dashboard, scheduler, docs-site, and frontend

backend/services/blog_writer/research/data_filter.py

@@ -432,7 +432,7 @@ class ResearchDataFilter:
             'how to', 'guide', 'tutorial', 'steps', 'process', 'method',
             'best practices', 'tips', 'strategies', 'techniques', 'approach',
             'comparison', 'vs', 'versus', 'difference', 'pros and cons',
-            'trends', 'future', '2024', '2025', 'emerging', 'new'
+            'trends', 'future', str(datetime.now().year), str(datetime.now().year + 1), 'emerging', 'new'
         ]
         
         for indicator in actionable_indicators:

backend/services/blog_writer/research/research_service.py

@@ -720,7 +720,7 @@ class ResearchService:
                 url=src.get("url", ""),
                 excerpt=src.get("content", "")[:500] if src.get("content") else f"Source from {src.get('title', 'web')}",
                 credibility_score=float(src.get("credibility_score", 0.8)),
-                published_at=str(src.get("publication_date", "2024-01-01")),
+                published_at=str(src.get("publication_date", f"{datetime.now().year}-01-01")),
                 index=src.get("index"),
                 source_type=src.get("type", "web")
             )

backend/services/blog_writer/research/research_strategies.py

@@ -6,6 +6,7 @@ Different strategies for executing research based on depth and focus.
 
 from abc import ABC, abstractmethod
 from typing import Dict, Any
+from datetime import datetime
 from loguru import logger
 
 from models.blog_models import BlogResearchRequest, ResearchMode, ResearchConfig
@@ -87,7 +88,7 @@ Provide analysis in this EXACT format:
 - For each: Quote/claim, source URL, published date, metric/context.
 
 REQUIREMENTS:
-- Every claim MUST include a source URL (authoritative, recent: 2024-2025 preferred).
+- Every claim MUST include a source URL (authoritative, recent: {datetime.now().year}-{datetime.now().year + 1} preferred).
 - Use concrete numbers, dates, outcomes; avoid generic advice.
 - Keep bullets tight and scannable for spoken narration."""
         return prompt.strip()
@@ -116,7 +117,7 @@ Research Topic: "{topic}"{date_filter}{source_filter}
 
 Provide COMPLETE analysis in this EXACT format:
 
-## WHAT'S CHANGED (2024-2025)
+## WHAT'S CHANGED ({datetime.now().year}-{datetime.now().year + 1})
 [5-7 concise trend bullets with numbers + source URLs]
 
 ## PROOF & NUMBERS
@@ -151,7 +152,7 @@ Primary (3), Secondary (8-10), Long-tail (5-7) with intent hints.
 VERIFICATION REQUIREMENTS:
 - Minimum 2 authoritative sources per major claim.
 - Prefer industry reports > research papers > news > blogs.
-- 2024-2025 data strongly preferred.
+- {datetime.now().year}-{datetime.now().year + 1} data strongly preferred.
 - All numbers must include timeframe and methodology.
 - Every bullet must be concise for spoken narration and actionable for {target_audience}."""
         return prompt.strip()
@@ -213,7 +214,7 @@ REQUIREMENTS:
 - Cite all claims with authoritative source URLs
 - Include specific numbers, dates, examples
 - Focus on actionable insights for {target_audience}
-- Use 2024-2025 data when available"""
+- Use {datetime.now().year}-{datetime.now().year + 1} data when available"""
         return prompt.strip()