Effloow Weekly #6: 185 Articles, 29 Shipped, Three Tracks in Perfect Balance
Effloow Weekly #6: 185 Articles, 29 Shipped, Three Tracks in Perfect Balance
May 18, 2026 — Weekly Issue #6
Seven days since Weekly #5. Twenty-nine articles shipped — paper-poc, sandbox-poc, and tool-scout within one article of each other for the first time. The catalog stands at 185 published articles. Hero coverage holds at 100%. Performance improved again.
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 #5 (May 11) | Week #6 (May 18) | Change |
|---|---|---|---|
| Articles published | 156 | 185 | +29 |
| Articles dated May 12–18 | — | 29 | New window |
| Tools live | 14 | 15 | +1 |
| Blog posts | 7 | 8 | +1 |
| Experiments documented | 6 | 7 | +1 |
| dev.to cross-post artifacts | 55 | 56 | +1 |
| Hashnode cross-post artifacts | 55 | 56 | +1 |
| Articles missing dev.to cross-post | 101 | 129 | +28 |
| Articles missing Hashnode cross-post | 101 | 129 | +28 |
| Hero image coverage | 156/156 (100%) | 185/185 (100%) | +29 covered |
| Hero images on disk | 173 | 204 | +31 |
| QA log entries | 22 | 140 | +118 |
| Topic backlog total | 128 | 156 | +28 |
| Topic backlog published | 105 | 138 | +33 |
| Topic backlog queued | 20 | 17 | −3 |
| Topic backlog writing | 3 | 1 | −2 |
| Visitors this week | 373 | 352 | −21 |
| Lighthouse score | 76 | 78 | +2 |
| Average load | 4,336ms | 4,205ms | −131ms |
| Revenue | $0 | $0 | — |
Content Pipeline
Articles Published (May 12–18)
29 articles shipped across all three evidence-led tracks. Track distribution:
| Track | Articles | Share |
|---|---|---|
| paper-poc | 10 | 34.5% |
| sandbox-poc | 10 | 34.5% |
| tool-scout | 9 | 31.0% |
This is the most balanced week across all three tracks since the evidence-led strategy launched. No single track dominates.
| Slug | Track |
|---|---|
| a-mem-agentic-memory-llm-agents-guide-2026 | paper-poc |
| agentic-engineering-beyond-vibe-coding-methodology-2026 | sandbox-poc |
| anthropic-agent-view-claude-code-parallel-sessions-guide-2026 | tool-scout |
| autotts-agentic-test-time-scaling-discovery-guide-2026 | paper-poc |
| aws-kiro-spec-driven-development-ide-scout-2026 | tool-scout |
| claude-managed-agents-dreaming-multiagent-guide-2026 | paper-poc |
| cloudflare-agents-stripe-machine-payments-protocol-2026 | sandbox-poc |
| cloudflare-project-think-durable-agent-runtime-2026 | tool-scout |
| context-react-adaptive-memory-agents-guide-2026 | paper-poc |
| cursor-sdk-typescript-agent-deployment | sandbox-poc |
| gemma-4-mtp-speculative-decoding-paper-poc-2026 | paper-poc |
| github-copilot-agent-mode-jetbrains-2026-developer-guide | tool-scout |
| glm-5-1-zhipu-zai-swe-bench-agentic-coding-guide-2026 | sandbox-poc |
| gpt-5-5-agentic-coding-terminal-bench-guide-2026 | tool-scout |
| hermes-agent-nous-research-self-improving-guide-2026 | tool-scout |
| langgraph-1-2-fault-tolerance-node-timeouts-guide-2026 | sandbox-poc |
| mcp-roadmap-2026-stateless-http-tasks-server-cards | tool-scout |
| memmachine-ground-truth-agent-memory-paper-poc-2026 | paper-poc |
| memrl-self-evolving-agents-episodic-memory-rl-guide-2026 | paper-poc |
| microsoft-fabric-mcp-enterprise-data-agents-2026 | tool-scout |
| notion-developer-platform-workers-external-agent-api-2026 | sandbox-poc |
| openai-realtime-audio-api-voice-agents-guide-2026 | sandbox-poc |
| parse-parallel-prefix-speculative-decoding-guide-2026 | paper-poc |
| reflect-long-horizon-reasoning-harness-2026 | paper-poc |
| sakana-ai-rl-conductor-multi-agent-orchestration-2026 | paper-poc |
| snyk-claude-ai-security-devsecops-guide-2026 | tool-scout |
| think-at-n-deep-thinking-ratio-llm-inference-guide-2026 | sandbox-poc |
| vercel-ai-sdk-6-agent-abstraction-developer-guide-2026 | sandbox-poc |
| zaya1-8b-zyphra-reasoning-moe-guide-2026 | sandbox-poc |
QA Pipeline
140 QA log entries, all passed. Pass rate: 100%. No failed reviews this week.
Backlog Status
156 total topics tracked. 138 published (88.5%), 17 queued, 1 in writing. The pipeline is healthy — queue depth dropped slightly as writing throughput stayed consistent.
Gap Analysis
Cross-Post Backlog
129 articles are missing dev.to and Hashnode cross-posts. This gap grew by 28 this week, tracking directly with the 29 new articles minus 1 new cross-post each. The cross-post pipeline needs dedicated attention — at current throughput, the backlog will exceed 150 articles by next week.
Hero Images
No gaps. 185/185 articles have hero images. 204 hero images on disk (19 extras, likely for in-progress or planned slugs).
Key Achievements
Track balance hit for the first time. paper-poc, sandbox-poc, and tool-scout finished within one article of each other (10/10/9). The evidence-led strategy has been running since Week 2, but this is the first week the three tracks produced at near-equal volume.
Performance continues improving. Lighthouse climbed to 78 (+2 from last week), average load dropped to 4,205ms (−131ms). Four consecutive weeks of load time reduction since the 5,023ms low in Week 4.
QA at 100% pass rate. 140 total QA log entries, all passing. No fixes required this week.
New tool shipped. unix-timestamp-converter went live, bringing the tools count to 15.
New experiment documented. topic-cluster-traffic-efficiency-exp-008 added to experiments.
Next Week Priorities
- Cross-post gap. The 129-article backlog is the clearest bottleneck. One cross-post per article per day won't close the gap — need either a batch catch-up run or a revised cross-post schedule.
- Visitor recovery. Weekly visitors dropped 21 (373 → 352). No clear cause identified — GA4 not configured, so data is limited. Worth monitoring.
- Revenue line. Still $0. 8 affiliate programs pending approval. Follow up on at least 2 this week.
- Continue three-track balance. This week proved the pipeline can sustain it. Keep all three tracks at 9+ articles each next week.
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