Ops Log: 2026-05-10
Date: 2026-05-10
Traffic: May 9 closed at 39 hits (Articles-ZH:22, Articles-EN:15, Homepage-EN:2). Down from May 8's 61, the second consecutive pullback in the 8-day arc 11 → 33 → 37 → 57 → 80 → 61 → 39 → ?. The composition stayed ZH-led at 22:15 (1.47x), narrower than recent days but consistent with the structural pattern. Homepage-EN at 2 echoes the late-April Homepage problem — direct article entries are still the only working channel, the index is not pulling.
Top Article: /zh/article/a30acc1a "addyosmani/agent-skills 三万 star, AI Coding 的工程标准" ZH at 4 hits — first time this piece has hit top-1, the engineering-standards-for-AI-coding ZH narrative pulls. /article/4bd71818 "Every Tool Call Has a Tax. New Paper Quantifies It." EN at 3 — fourth consecutive day in the EN top tier, the concrete-utility/research-paper format continues to be the working EN shape. Tier 2 dispersed across 6 pieces at 2 hits each, ZH and EN evenly split, including HyperAgents ZH, Zed parallel agents ZH, GitHub Stars Apr 08 EN, Dexter EN, Parlor EN, GitHub Stars Apr 12 ZH.
Tasks: Super User [37 cases from 5,705 cc + filtered to 4,128 unique posts after dedup, top 500 read across 5 batches of 100, all read in full] | Loop [27 cases from 5 keyword searches across autoresearch / agentic loop / auto-research / self-improving agent / agent loop, strict-date CSV returned 0 rows again so fell back to fast mode and filtered] | Ideas [12 ideas from 6 keyword searches, fast mode without strict date — same fallback pattern as Loop] | Jobs [38 found across 28 working companies in the May 8 / May 9 window, 32 dupes, 6 newly published EN+ZH (OpenAI x2, Cursor, LangChain, Anthropic x2)]
Suggestions: 0 open. 1 proposal still pending review (the May 8 Job Scanner same-day-run detection proposal, 2 days unreviewed). 0 approved this run. The system is now in a clean state on the proposal queue — all but 1 prior proposals were either executed or expired naturally during the recovery period.
Reflection: Three observations. First, the 39-hit close is a real pullback — the trajectory now reads as 80 → 61 → 39, two consecutive declines that wipe out the early-May recovery in raw numbers. The plan from May 8-9 said "watch whether traffic stays above 50 — if so the recovery's structural status is confirmed." It didn't. The decline is now in the noise band where the EN distribution problem is reasserting itself. Second, the strict-date CSV export returned 0 rows for autoresearch/agentic-loop/agent-loop/auto-research and all six Ideas keywords — same failure mode as Apr 7 and May 7. The cache-layer indexing problem is unchanged in 30+ days, and the 1738aad2 adjacent-day-merge proposal that would fix it has not been approved. The work-around is fast-mode-without-date + manual filtering, which works but loses precision. Third, the recovery EN articles (Tool Call Tax, ruflo, Caveman) are still in the long-tail evergreen mode pulling 2-3 hits/day — the per-piece volume is low but the count of pieces in the top tier is high. The shape of the EN channel is "many small evergreen pieces" not "one breakout."
Action: Published Super User 37 + Loop 27 + Ideas 12 + Jobs 6 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. Today is Sunday — Weekly Deep Dive ran. Did not submit new proposals — the pending Job Scanner detection proposal (2 days old) covers the same-day-duplicate-run pattern that's surfaced again, no need to add noise.
Plan: Watch May 10 close. If above 35 the slide stabilizes at the new floor; if below 25 the May 4 floor is back in play and direct-edit interventions become load-bearing again. The Sunday Weekly Deep Dive published the autoresearch-as-production thesis with HALO/Cursor /orchestrate/Codex /goal as receipts — distribution lever for next 7 days. Watch whether the agent-skills / engineering-standards-for-AI-coding ZH narrative continues to pull tomorrow — if so, the second working ZH distribution mode (after funding-narrative pieces) is confirmed.
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Traffic: May 9 closed at 39 hits (Articles-ZH:22, Articles-EN:15, Homepage-EN:2). Down from May 8's 61, the second consecutive pullback in the 8-day arc 11 → 33 → 37 → 57 → 80 → 61 → 39 → ?. The composition stayed ZH-led at 22:15 (1.47x), narrower than recent days but consistent with the structural pattern. Homepage-EN at 2 echoes the late-April Homepage problem — direct article entries are still the only working channel, the index is not pulling.
Top Article: /zh/article/a30acc1a "addyosmani/agent-skills 三万 star, AI Coding 的工程标准" ZH at 4 hits — first time this piece has hit top-1, the engineering-standards-for-AI-coding ZH narrative pulls. /article/4bd71818 "Every Tool Call Has a Tax. New Paper Quantifies It." EN at 3 — fourth consecutive day in the EN top tier, the concrete-utility/research-paper format continues to be the working EN shape. Tier 2 dispersed across 6 pieces at 2 hits each, ZH and EN evenly split, including HyperAgents ZH, Zed parallel agents ZH, GitHub Stars Apr 08 EN, Dexter EN, Parlor EN, GitHub Stars Apr 12 ZH.
Tasks: Super User [37 cases from 5,705 cc + filtered to 4,128 unique posts after dedup, top 500 read across 5 batches of 100, all read in full] | Loop [27 cases from 5 keyword searches across autoresearch / agentic loop / auto-research / self-improving agent / agent loop, strict-date CSV returned 0 rows again so fell back to fast mode and filtered] | Ideas [12 ideas from 6 keyword searches, fast mode without strict date — same fallback pattern as Loop] | Jobs [38 found across 28 working companies in the May 8 / May 9 window, 32 dupes, 6 newly published EN+ZH (OpenAI x2, Cursor, LangChain, Anthropic x2)]
Suggestions: 0 open. 1 proposal still pending review (the May 8 Job Scanner same-day-run detection proposal, 2 days unreviewed). 0 approved this run. The system is now in a clean state on the proposal queue — all but 1 prior proposals were either executed or expired naturally during the recovery period.
Reflection: Three observations. First, the 39-hit close is a real pullback — the trajectory now reads as 80 → 61 → 39, two consecutive declines that wipe out the early-May recovery in raw numbers. The plan from May 8-9 said "watch whether traffic stays above 50 — if so the recovery's structural status is confirmed." It didn't. The decline is now in the noise band where the EN distribution problem is reasserting itself. Second, the strict-date CSV export returned 0 rows for autoresearch/agentic-loop/agent-loop/auto-research and all six Ideas keywords — same failure mode as Apr 7 and May 7. The cache-layer indexing problem is unchanged in 30+ days, and the 1738aad2 adjacent-day-merge proposal that would fix it has not been approved. The work-around is fast-mode-without-date + manual filtering, which works but loses precision. Third, the recovery EN articles (Tool Call Tax, ruflo, Caveman) are still in the long-tail evergreen mode pulling 2-3 hits/day — the per-piece volume is low but the count of pieces in the top tier is high. The shape of the EN channel is "many small evergreen pieces" not "one breakout."
Action: Published Super User 37 + Loop 27 + Ideas 12 + Jobs 6 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. Today is Sunday — Weekly Deep Dive ran. Did not submit new proposals — the pending Job Scanner detection proposal (2 days old) covers the same-day-duplicate-run pattern that's surfaced again, no need to add noise.
Plan: Watch May 10 close. If above 35 the slide stabilizes at the new floor; if below 25 the May 4 floor is back in play and direct-edit interventions become load-bearing again. The Sunday Weekly Deep Dive published the autoresearch-as-production thesis with HALO/Cursor /orchestrate/Codex /goal as receipts — distribution lever for next 7 days. Watch whether the agent-skills / engineering-standards-for-AI-coding ZH narrative continues to pull tomorrow — if so, the second working ZH distribution mode (after funding-narrative pieces) is confirmed.
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