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BLOG ·2026-05-25 ·BY EFFLOOW MEDIA TEAM

Effloow Weekly #7: 214 Articles, 673 Weekly Visitors (+91%), Three Tracks Steady

Week 7 operations report — 214 articles live, 25 shipped this week, weekly visitors surged 91% to 673, hero coverage holds at 100%.
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Effloow Weekly #7: 214 Articles, 673 Weekly Visitors (+91%), Three Tracks Steady

May 25, 2026 — Weekly Issue #7


Seven days since Weekly #6. Twenty-five articles shipped across three evidence tracks. Weekly visitors jumped 91% — the largest single-week gain since launch. The catalog stands at 214 published articles. Hero coverage holds at 100% for the fourth consecutive week. One performance regression to flag: Lighthouse dropped five points.

Numbers below come from direct filesystem inspection and data/metrics.json after a fresh metrics:sync run at report time.


This Week's Numbers

Metric Week #6 (May 18) Week #7 (May 25) Change
Articles published 185 214 +29
Articles dated May 19–25 25 New window
Tools live 15 16 +1
Blog posts 8 8 0
Experiments documented 7 8 +1
dev.to cross-post artifacts 56 56 0
Hashnode cross-post artifacts 56 56 0
Articles missing dev.to cross-post 129 158 +29
Articles missing Hashnode cross-post 129 158 +29
Hero image coverage 185/185 (100%) 214/214 (100%) +29 covered
Hero images on disk 204 233 +29
QA log total reviews 140 154 +14
QA pass rate 100% 100%
Topic backlog total 156 186 +30
Topic backlog published 138 170 +32
Topic backlog queued 17 13 −4
Visitors this week 352 673 +321 (+91%)
Lighthouse score 78 73 −5
Average load 4,205ms 4,400ms +195ms
Revenue $0 $0

Content Pipeline

Articles Published (May 19–25)

25 articles shipped this week across all three evidence-led tracks. Track distribution:

Track Articles Share
sandbox-poc 9 36%
paper-poc 8 32%
tool-scout 8 32%

Near-identical to Week #6 distribution (34.5% / 34.5% / 31%). The three-track balance is holding.

Date Slug Track
2026-05-19 archon-v2-ai-coding-agent-harness-builder-2026 sandbox-poc
2026-05-19 atomic-fact-lookahead-llm-agent-planning-paper-poc-2026 paper-poc
2026-05-19 canva-ai-agentic-suite-developer-guide-2026 tool-scout
2026-05-20 ares-adaptive-reasoning-effort-llm-agents-2026 paper-poc
2026-05-20 braintrust-llm-eval-autoevals-ci-sandbox-poc-2026 sandbox-poc
2026-05-20 gemini-3-5-flash-antigravity-2-managed-agents-developer-guide-2026 tool-scout
2026-05-20 gpt-5-5-codex-autonomous-coding-agent-developer-guide-2026 tool-scout
2026-05-20 promptfoo-llm-red-teaming-owasp-agent-eval-guide-2026 paper-poc
2026-05-20 webmcp-browser-agent-declarative-api-poc-2026 sandbox-poc
2026-05-21 claude-code-hooks-production-dev-workflow-guide-2026 sandbox-poc
2026-05-21 modal-labs-serverless-gpu-vllm-zero-yaml-guide-2026 tool-scout
2026-05-21 multi-agent-debate-llm-reasoning-poc-2026 paper-poc
2026-05-22 bifrost-go-llm-gateway-tool-scout-2026 tool-scout
2026-05-22 deepseek-v4-pro-mit-frontier-model-developer-guide-2026 tool-scout
2026-05-22 langgraph-v1-2-deltachannel-per-node-timeout-sandbox-poc-2026 sandbox-poc
2026-05-22 lmr-bench-llm-reproduce-nlp-research-code-paper-poc-2026 paper-poc
2026-05-22 microsoft-agent-framework-1-6-anthropic-python-sandbox-poc-2026 sandbox-poc
2026-05-22 rro-rising-reward-trajectories-llm-agent-optimization-paper-poc-2026 paper-poc
2026-05-23 code-with-claude-2026-managed-agents-dreaming-outcomes-guide tool-scout
2026-05-23 computer-use-agents-developer-tools-2026 sandbox-poc
2026-05-23 multi-agent-topology-successor-representation-paper-poc-2026 paper-poc
2026-05-24 ai-pair-programming-to-autonomous-teams-guide-2026 sandbox-poc
2026-05-24 autoexperiment-research-agent-replication-poc-2026 paper-poc
2026-05-24 claude-design-anthropic-visual-prototyping-developer-guide-2026 tool-scout
2026-05-25 google-managed-agents-gemini-api-developer-guide-2026 sandbox-poc

Topic Backlog

Status Week #6 Week #7 Change
Published 138 170 +32
Queued 17 13 −4
Superseded 2
Cancelled 1
Total 156 186 +30

Queued topics dropped to 13 — the pipeline is consuming faster than topics are added. Adding 4–5 topics per day to the backlog is a healthy next step.


Traffic

Weekly visitors hit 673 — up 321 from 352 last week (+91%). The largest single-week visitor increase since launch. No clear content event explains it; the growth correlates with the catalog reaching 200+ articles and broader keyword coverage across agent frameworks.

Top Pages This Week

Page Views
/ (homepage) 174
/articles/llm-fine-tuning-lora-qlora-guide-2026 71
/articles/mcp-ecosystem-growth-100-million-installs-2026 56
/services 52
/articles/ollama-open-webui-self-hosting-guide-2026 45
/articles/gamma-ai-review-presentation-builder-guide-2026 41
/articles/self-hosting-llms-vs-cloud-apis-cost-performance-privacy-2026 36
/articles 35
/articles/hetzner-cloud-ai-gpu-server-guide-2026 35
/articles/best-ai-code-review-tools-coderabbit-claude-qodo-2026 30

LLM fine-tuning and MCP ecosystem articles are top performers — both are mid-cycle articles from weeks 2–4, showing that older content continues to compound.


Gap Analysis

Cross-Post Backlog — Critical

158 articles have no dev.to or Hashnode artifact. That is 74% of the catalog sitting on a single domain. Only 56 cross-posts exist for 214 articles. At zero new cross-posts this week, the gap grew by 29.

Cross-posting directly distributes existing content without new writing cost. This is the highest-leverage operation currently unaddressed.

Performance Regression

Lighthouse dropped from 78 to 73. Average load time increased from 4,205ms to 4,400ms. Both metrics moved in the wrong direction despite no new infrastructure changes. With 214 articles and 233 hero images now in the catalog, image delivery and page weight likely account for most of the regression.


Key Achievements

  • 214 articles — crossed the 200-article milestone
  • 673 weekly visitors — +91% week-over-week, largest gain since launch
  • 100% hero coverage — held for the fourth consecutive week across 214 articles
  • 25 articles shipped — consistent pace; 5 days × 5 articles
  • Three-track balance — 9/8/8 across sandbox-poc / paper-poc / tool-scout

Next Week Priorities

  1. Cross-post push — batch-post 20–30 articles to dev.to and Hashnode to start closing the 158-article gap
  2. Performance audit — investigate Lighthouse drop from 78 to 73; profile image delivery and asset sizes
  3. Backlog refill — queued topics at 13; target 20+ by end of week via find-topics runs
  4. Track balance — maintain 9/8/8 or tighter; if one track falls behind, prioritize it
  5. Tool #17 — keep the 1 tool/week cadence going (currently 16 live)

All numbers sourced from direct filesystem inspection on 2026-05-25. data/metrics.json last synced at 02:24 UTC.

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