119 comments · 5,419 words
Complete Created: Jan 5, 06:05 PM (00:04:54)
Models: Claude Opus 4.5 (analyze) · Gemini 3 Pro (tag) · Gemini 3 Flash (summarize)
Article URL: https://donotnotify.com/ (137 words)
[2026-01-06T02:05:47.917Z] Starting step: fetch_pages (attempt 1) [2026-01-06T02:05:47.958Z] Fetching HN page: https://news.ycombinator.com/item?id=46499646 [2026-01-06T02:05:48.108Z] Fetched HN page: 178809 bytes [2026-01-06T02:05:48.268Z] Extracted title: Show HN: DoNotNotify – Log and intelligently block notifications on Android [2026-01-06T02:05:48.295Z] Extracted linked URL: https://donotnotify.com/ [2026-01-06T02:05:48.327Z] Fetching linked article: https://donotnotify.com/ [2026-01-06T02:05:48.390Z] Fetched linked article: 3687 bytes [2026-01-06T02:05:48.709Z] Completed step: fetch_pages in 766ms [2026-01-06T02:05:48.849Z] Starting step: extract_text (attempt 1) [2026-01-06T02:05:48.980Z] Extracted HN text: 38978 chars [2026-01-06T02:05:49.105Z] Extracted 119 comments [2026-01-06T02:05:49.271Z] Extracted linked article text: 929 chars, 137 words [2026-01-06T02:05:49.441Z] Comment word count: 5419 [2026-01-06T02:05:49.532Z] Completed step: extract_text in 649ms [2026-01-06T02:05:49.678Z] Starting step: analyze_content (attempt 1) [2026-01-06T02:05:49.818Z] Calling claude-opus-4-5-20251101 (article: 929 chars, 119 comments) [2026-01-06T02:06:14.315Z] Analysis complete: 20 topics, 8019 input tokens, 940 output tokens [2026-01-06T02:06:14.375Z] Completed step: analyze_content in 24670ms [2026-01-06T02:06:14.591Z] Starting step: tag_comments (attempt 1) [2026-01-06T02:06:14.674Z] Tagging 119 comments with 20 topics (batch size: 50) [2026-01-06T02:06:14.701Z] Processing batch 1/3 (50 comments) [2026-01-06T02:06:57.610Z] Batch 1 complete: 66 tags assigned [2026-01-06T02:06:57.639Z] Processing batch 2/3 (50 comments) [2026-01-06T02:08:09.414Z] Batch 2 complete: 72 tags assigned [2026-01-06T02:08:09.443Z] Processing batch 3/3 (19 comments) [2026-01-06T02:08:43.682Z] Batch 3 complete: 31 tags assigned [2026-01-06T02:08:43.710Z] Tagging complete: 169 total tags, 13173 input tokens, 2711 output tokens [2026-01-06T02:08:43.742Z] Completed step: tag_comments in 149121ms [2026-01-06T02:08:43.851Z] Starting step: summarize_topics (attempt 1) [2026-01-06T02:08:43.902Z] Summarizing 20 topics [2026-01-06T02:08:43.952Z] Summarizing topic 1/20: "Open Source Necessity # Strong demand for open-sourcing due to security concerns around notification access, requests for F-Droid availability, mentions of trust issues with closed-source apps accessing sensitive data like OTPs and 2FA codes" (16 comments) [2026-01-06T02:08:53.326Z] Topic 1 summarized (1105 in, 170 out) [2026-01-06T02:08:53.371Z] Summarizing topic 2/20: "Internet Permission Security # Discussion about whether lacking INTERNET permission provides sufficient security, concerns about permissions being added silently in updates, debate over slippery slope of future permission additions" (10 comments) [2026-01-06T02:08:59.072Z] Topic 2 summarized (654 in, 111 out) [2026-01-06T02:08:59.123Z] Summarizing topic 3/20: "Network Access Control # Android's ability or inability to block app internet access, GrapheneOS and custom ROM features, differences between Pixel, OnePlus, Samsung, and Xiaomi implementations of network toggles" (12 comments) [2026-01-06T02:09:04.668Z] Topic 3 summarized (732 in, 107 out) [2026-01-06T02:09:04.715Z] Summarizing topic 4/20: "Alternative Solutions # Mentions of BuzzKill, Alertly, FilterBox, NetGuard, AutoNotification, Tasker plugins, and Before Launcher as existing alternatives for notification management" (19 comments) [2026-01-06T02:09:11.257Z] Topic 4 summarized (1741 in, 154 out) [2026-01-06T02:09:11.306Z] Summarizing topic 5/20: "Promotional Notification Abuse # Frustration with apps like Uber, DoorDash, MyGate, Facebook pushing ads through notifications, apps using single notification channels for both important alerts and marketing" (16 comments) [2026-01-06T02:09:17.064Z] Topic 5 summarized (1314 in, 168 out) [2026-01-06T02:09:17.117Z] Summarizing topic 6/20: "App Store Enforcement # Suggestions that Play Store and App Store should enforce guidelines against notification spam, complaints about lack of enforcement against big players, too-big-to-ban problem" (9 comments) [2026-01-06T02:09:24.457Z] Topic 6 summarized (963 in, 139 out) [2026-01-06T02:09:24.498Z] Summarizing topic 7/20: "Notification Channels Problem # Apps misusing notification categories, mixing promotional with transactional notifications, creating excessive channels, lack of proper categorization enforcement" (7 comments) [2026-01-06T02:09:31.131Z] Topic 7 summarized (964 in, 140 out) [2026-01-06T02:09:31.187Z] Summarizing topic 8/20: "iOS Limitations # iOS lacking equivalent notification filtering capabilities, Apple not allowing third-party access to notifications, iOS users unable to control notification spam effectively" (11 comments) [2026-01-06T02:09:38.408Z] Topic 8 summarized (914 in, 99 out) [2026-01-06T02:09:38.454Z] Summarizing topic 9/20: "Battery and Performance # Questions about battery impact of notification processing, discussion of push-based notification handling, app showing minimal battery usage" (4 comments) [2026-01-06T02:09:44.180Z] Topic 9 summarized (464 in, 108 out) [2026-01-06T02:09:44.221Z] Summarizing topic 10/20: "On-Device ML Classification # Suggestions for lightweight on-device machine learning to classify promotional vs transactional notifications, requests for smarter filtering beyond regex patterns" (5 comments) [2026-01-06T02:09:49.057Z] Topic 10 summarized (553 in, 99 out) [2026-01-06T02:09:49.102Z] Summarizing topic 11/20: "Notification Digest Feature # Requests for grouping notifications, scheduled delivery of batched notifications, cooldown periods between buzzes, Android 15 notification cooldown feature" (5 comments) [2026-01-06T02:09:53.923Z] Topic 11 summarized (493 in, 108 out) [2026-01-06T02:09:53.966Z] Summarizing topic 12/20: "Gated Community Apps # MyGate as primary use case, vendor lock-in forcing notification tolerance, apartment apps with mandatory usage that spam notifications and ads" (8 comments) [2026-01-06T02:10:00.089Z] Topic 12 summarized (743 in, 129 out) [2026-01-06T02:10:00.139Z] Summarizing topic 13/20: "Privacy-First Design # Appreciation for offline processing, no servers or tracking, discussion of data collection by typical utility apps, trust implications" (3 comments) [2026-01-06T02:10:04.595Z] Topic 13 summarized (349 in, 102 out) [2026-01-06T02:10:04.643Z] Summarizing topic 14/20: "Permanent Silent Mode # Users describing keeping phones permanently on Do Not Disturb, only allowing specific contacts, philosophy of asynchronous communication" (8 comments) [2026-01-06T02:10:11.568Z] Topic 14 summarized (639 in, 130 out) [2026-01-06T02:10:11.617Z] Summarizing topic 15/20: "One Strike Policy # User behavior of immediately disabling all notifications from apps that send spam once, complete notification blacklisting as solution" (5 comments) [2026-01-06T02:10:17.047Z] Topic 15 summarized (651 in, 115 out) [2026-01-06T02:10:17.088Z] Summarizing topic 16/20: "Rule Sharing Challenges # Desire for country-wise template rules, difficulty of writing many rules manually, limitation that sharing would require internet access" (3 comments) [2026-01-06T02:10:21.405Z] Topic 16 summarized (262 in, 92 out) [2026-01-06T02:10:21.454Z] Summarizing topic 17/20: "Persistent Notification Limits # Android OS restrictions on dismissing persistent notifications, VPN and system notification handling limitations" (3 comments) [2026-01-06T02:10:25.955Z] Topic 17 summarized (303 in, 115 out) [2026-01-06T02:10:25.998Z] Summarizing topic 18/20: "WhatsApp Communication Dependency # Third world reliance on WhatsApp calls, data-off strategies failing when calls are WhatsApp-based, messaging app notification management" (7 comments) [2026-01-06T02:10:31.816Z] Topic 18 summarized (492 in, 98 out) [2026-01-06T02:10:31.860Z] Summarizing topic 19/20: "Elderly Notification Overload # Comment about elderly users suffering worse from spam notifications and text messages, scale of garbage notifications targeting older users" (1 comments) [2026-01-06T02:10:35.289Z] Topic 19 summarized (159 in, 87 out) [2026-01-06T02:10:35.335Z] Summarizing topic 20/20: "Web Alternatives to Apps # Using websites instead of apps to avoid notification spam, Facebook mobile web as workaround, reducing app dependency" (5 comments) [2026-01-06T02:10:41.587Z] Topic 20 summarized (921 in, 128 out) [2026-01-06T02:10:41.614Z] Summarization complete: 20 topics, 14416 input tokens, 2399 output tokens [2026-01-06T02:10:41.643Z] Completed step: summarize_topics in 117760ms [2026-01-06T02:10:41.715Z] Job completed successfully
| Time | Purpose | Model | Duration | Outcome | Input | Output | Cost |
|---|---|---|---|---|---|---|---|
| 06:06 PM | Generate summaries | claude-opus-4-5-20251101 | 24.1s | Success | Input (8,019) | Output (940) | - |
| 06:06 PM | Tag comments | gemini-3-pro-preview | 42.6s | Success | Input (4,937) | Output (1,113) | - |
| 06:08 PM | Tag comments | gemini-3-pro-preview | 1.2m | Success | Input (5,818) | Output (1,153) | - |
| 06:08 PM | Tag comments | gemini-3-pro-preview | 33.9s | Success | Input (2,418) | Output (445) | - |
| 06:08 PM | Summarize topic | gemini-3-flash-preview | 9.0s | Success | Input (1,105) | Output (170) | - |
| 06:08 PM | Summarize topic | gemini-3-flash-preview | 5.3s | Success | Input (654) | Output (111) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 5.1s | Success | Input (732) | Output (107) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 6.2s | Success | Input (1,741) | Output (154) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 5.5s | Success | Input (1,314) | Output (168) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 7.0s | Success | Input (963) | Output (139) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 6.3s | Success | Input (964) | Output (140) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 6.9s | Success | Input (914) | Output (99) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 5.3s | Success | Input (464) | Output (108) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 4.5s | Success | Input (553) | Output (99) | - |
| 06:09 PM | Summarize topic | gemini-3-flash-preview | 4.5s | Success | Input (493) | Output (108) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 5.8s | Success | Input (743) | Output (129) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 4.1s | Success | Input (349) | Output (102) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 6.6s | Success | Input (639) | Output (130) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 5.1s | Success | Input (651) | Output (115) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 4.0s | Success | Input (262) | Output (92) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 4.1s | Success | Input (303) | Output (115) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 5.5s | Success | Input (492) | Output (98) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 3.1s | Success | Input (159) | Output (87) | - |
| 06:10 PM | Summarize topic | gemini-3-flash-preview | 5.9s | Success | Input (921) | Output (128) | - |