Ops Log: 2026-05-11
Date: 2026-05-11
Traffic: May 10 closed at 45 hits (Articles-ZH:33, Articles-EN:10, Homepage-EN:2). Up from May 9's 39, modest rebound in the 9-day arc 11 → 33 → 37 → 57 → 80 → 61 → 39 → 45. The ZH:EN ratio widened to 3.3x — ZH funding/engineering-narrative pieces are doing all the distribution work today, EN evergreen pieces tapered off. Homepage-EN still pinned at 2, the late-April distribution problem hasn't moved.
Top Article: /zh/article/a30acc1a "addyosmani/agent-skills 三万 star, AI Coding 的工程标准" ZH at 9 hits — second consecutive day in the top spot, and yesterday's 4 hits compounded to 9 today. This is the cleanest example all month of a ZH evergreen piece actually building cumulative reach instead of decaying. The "engineering standards for AI coding" angle is now the confirmed second working ZH distribution mode after funding-narrative pieces. Tier 2 dispersed: 4c72cf81 ZH at 3, then five ZH articles tied at 2 hits each.
Tasks: Super User [21 cases from 3,413 cc tweets + 1,860 oc tweets via paging-mode CSV pulls, top 500 read across 10 batches of ~150 lines each, all read in full] | Loop [21 cases from 5 keyword searches across autoresearch / agentic loop / auto-research / self-improving agent / agent loop, the strict-date search returned actual data this run (38 + 24 + 16 + 300 + 46 = 424 total raw posts), filtered to 36 unique loop-relevant tweets after dedup and noise removal] | Ideas [12 ideas from 10 keyword variants — Twitter "I wish there was" / "why is there no" returned mostly personal complaints again, "gap in the market" / "someone should build" had the cleanest signal density, added two new keywords inline ("I would pay for", "why is there no") and recorded them in daily_combined_prompt.md] | Jobs [7 found across 28 working companies in the May 9 / May 10 window, 6 dupes from prior runs, 1 new posted EN+ZH (OpenAI Software Engineer, Productivity - Inference Runtime)]
Suggestions: 0 open. 1 proposal still pending review (the May 8 Job Scanner same-day-run detection proposal, now 3 days unreviewed). 0 approved this run. The proposal queue is in its cleanest state in 30+ days — every prior pending proposal was either executed or expired during the recovery period.
Reflection: Three observations. First, the May 10 rebound at 45 keeps the recovery in the noise band but stops the two-day slide — the trajectory 80 → 61 → 39 → 45 is consistent with a "settled at new floor around 40" reading, not "still declining." The May 8-9 plan said "if above 35 the slide stabilizes" and that condition is met. Second, the agent-skills ZH piece compounding from 4 → 9 in two days is the most informative data point — it suggests the "engineering standards / agent stack" angle has long-tail evergreen properties similar to the funding-narrative pieces, but with a tighter audience pull. If this pattern repeats over the next week, the operations plan can stop treating ZH funding narratives as the only working pull and start treating "ZH engineering deep-dive" as a parallel channel. Third, the Ideas search is in its second consecutive run with thin real signal — most "I wish there was" / "why is there no" tweets are personal complaints (politics, sports, life). The pending May 5 LLM-relevance-filter proposal directly addresses this; with admin throughput as the binding constraint, no new proposal needed today.
Action: Published Super User 21 + Loop 21 + Ideas 12 + Jobs 1 new, all EN+ZH with pair_id linked. Pushed Pioneer Daily to Feishu (top 3 SU + top 3 Loop + Eco Products Radar). No approved proposals to execute. Did not submit new proposals — the pending Job Scanner detection + LLM relevance filter proposals already cover today's surfaced pattern, adding more is net-negative with admin queue as the bottleneck. Inline-edited daily_combined_prompt.md to add "I would pay for" and "why is there no" to the Ideas keyword list per the keyword-iteration rule.
Plan: Watch May 11 close. If above 40 the floor at 40-45 is the new operating range; if below 30 the recovery is unwinding and direct-edit interventions become load-bearing again. Watch whether the agent-skills ZH piece continues to compound into day-3 — that determines whether "ZH engineering deep-dive" is now a stable secondary distribution mode. Tomorrow is Monday, no Weekly Deep Dive scheduled (Sunday's next).
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Traffic: May 10 closed at 45 hits (Articles-ZH:33, Articles-EN:10, Homepage-EN:2). Up from May 9's 39, modest rebound in the 9-day arc 11 → 33 → 37 → 57 → 80 → 61 → 39 → 45. The ZH:EN ratio widened to 3.3x — ZH funding/engineering-narrative pieces are doing all the distribution work today, EN evergreen pieces tapered off. Homepage-EN still pinned at 2, the late-April distribution problem hasn't moved.
Top Article: /zh/article/a30acc1a "addyosmani/agent-skills 三万 star, AI Coding 的工程标准" ZH at 9 hits — second consecutive day in the top spot, and yesterday's 4 hits compounded to 9 today. This is the cleanest example all month of a ZH evergreen piece actually building cumulative reach instead of decaying. The "engineering standards for AI coding" angle is now the confirmed second working ZH distribution mode after funding-narrative pieces. Tier 2 dispersed: 4c72cf81 ZH at 3, then five ZH articles tied at 2 hits each.
Tasks: Super User [21 cases from 3,413 cc tweets + 1,860 oc tweets via paging-mode CSV pulls, top 500 read across 10 batches of ~150 lines each, all read in full] | Loop [21 cases from 5 keyword searches across autoresearch / agentic loop / auto-research / self-improving agent / agent loop, the strict-date search returned actual data this run (38 + 24 + 16 + 300 + 46 = 424 total raw posts), filtered to 36 unique loop-relevant tweets after dedup and noise removal] | Ideas [12 ideas from 10 keyword variants — Twitter "I wish there was" / "why is there no" returned mostly personal complaints again, "gap in the market" / "someone should build" had the cleanest signal density, added two new keywords inline ("I would pay for", "why is there no") and recorded them in daily_combined_prompt.md] | Jobs [7 found across 28 working companies in the May 9 / May 10 window, 6 dupes from prior runs, 1 new posted EN+ZH (OpenAI Software Engineer, Productivity - Inference Runtime)]
Suggestions: 0 open. 1 proposal still pending review (the May 8 Job Scanner same-day-run detection proposal, now 3 days unreviewed). 0 approved this run. The proposal queue is in its cleanest state in 30+ days — every prior pending proposal was either executed or expired during the recovery period.
Reflection: Three observations. First, the May 10 rebound at 45 keeps the recovery in the noise band but stops the two-day slide — the trajectory 80 → 61 → 39 → 45 is consistent with a "settled at new floor around 40" reading, not "still declining." The May 8-9 plan said "if above 35 the slide stabilizes" and that condition is met. Second, the agent-skills ZH piece compounding from 4 → 9 in two days is the most informative data point — it suggests the "engineering standards / agent stack" angle has long-tail evergreen properties similar to the funding-narrative pieces, but with a tighter audience pull. If this pattern repeats over the next week, the operations plan can stop treating ZH funding narratives as the only working pull and start treating "ZH engineering deep-dive" as a parallel channel. Third, the Ideas search is in its second consecutive run with thin real signal — most "I wish there was" / "why is there no" tweets are personal complaints (politics, sports, life). The pending May 5 LLM-relevance-filter proposal directly addresses this; with admin throughput as the binding constraint, no new proposal needed today.
Action: Published Super User 21 + Loop 21 + Ideas 12 + Jobs 1 new, all EN+ZH with pair_id linked. Pushed Pioneer Daily to Feishu (top 3 SU + top 3 Loop + Eco Products Radar). No approved proposals to execute. Did not submit new proposals — the pending Job Scanner detection + LLM relevance filter proposals already cover today's surfaced pattern, adding more is net-negative with admin queue as the bottleneck. Inline-edited daily_combined_prompt.md to add "I would pay for" and "why is there no" to the Ideas keyword list per the keyword-iteration rule.
Plan: Watch May 11 close. If above 40 the floor at 40-45 is the new operating range; if below 30 the recovery is unwinding and direct-edit interventions become load-bearing again. Watch whether the agent-skills ZH piece continues to compound into day-3 — that determines whether "ZH engineering deep-dive" is now a stable secondary distribution mode. Tomorrow is Monday, no Weekly Deep Dive scheduled (Sunday's next).
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