37 lines
33 KiB
JSON
37 lines
33 KiB
JSON
{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3818, "wall_s": 5.2, "calls": [{"query": "postgres migration analytics cluster", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **logical-replication migration to PostgreSQL 16 using `pglogical`**, rather than `pg_dump`/restore, because minimizing downtime was important.\n\nPlan:\n- Configure the **PostgreSQL 13 primary as the pglogical publisher**.\n- Sync a **new PostgreSQL 16 subscriber** in parallel.\n- Perform the final cutover during a **Sunday 02:00 maintenance window**.\n\nThe publisher and subscriber had already been configured and were syncing. This was in @session:default/20260810_091500_aa11bb.", "rep": 0}
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{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 2277, "wall_s": 4.8, "calls": [{"query": "Postgres migration analytics cluster", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}], "final": "We settled on a **logical-replication migration using `pglogical`** to minimize downtime:\n\n- Upgrade from the **Postgres 13 primary to a new Postgres 16 cluster**\n- Configure the existing cluster as the **publisher**\n- Configure the new Postgres 16 cluster as the **subscriber**\n- Let it sync continuously, then perform the cutover during a **Sunday 02:00 maintenance window**\n\nThe setup was noted as already in progress: the pg13 publisher and pg16 subscriber were configured and syncing. See [the migration conversation]( @session:default/20260810_091500_aa11bb ).", "rep": 0}
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{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3795, "wall_s": 4.1, "calls": [{"query": "postgres migration analytics cluster", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **logical-replication migration using `pglogical`** rather than `pg_dump`/restore, to minimize downtime:\n\n- **Source:** PostgreSQL 13 primary configured as the `pglogical` publisher \n- **Target:** New PostgreSQL 16 server acting as the subscriber \n- **Cutover:** Sunday at **02:00** during the maintenance window \n- The new PostgreSQL 16 instance was already syncing from the existing primary.", "rep": 1}
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{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 2279, "wall_s": 9.4, "calls": [{"query": "postgres migration analytics cluster", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **logical replication migration using `pglogical`** for near-zero downtime:\n\n- Migrate from the **Postgres 13 primary** to a new **Postgres 16** instance.\n- Configure the existing cluster as the **publisher** and the new instance as the **subscriber**.\n- Let the subscriber sync, then perform the cutover during a **Sunday 02:00 maintenance window**.\n\nThe setup was recorded as complete: the pg13 publisher and pg16 subscriber were syncing. See [the migration conversation](@session:default/20260810_091500_aa11bb).", "rep": 1}
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{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3792, "wall_s": 4.8, "calls": [{"query": "postgres migration analytics cluster", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **logical replication migration using `pglogical`** to minimize downtime:\n\n- **Source:** PostgreSQL 13 primary, configured as the publisher\n- **Target:** New PostgreSQL 16 server, configured as the subscriber\n- **Cutover:** Sunday at **02:00**\n- The new server was already syncing when we last discussed it.\n\nThat was @session:default/20260810_091500_aa11bb.", "rep": 2}
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{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 2257, "wall_s": 7.5, "calls": [{"query": "postgres migration analytics cluster", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}], "final": "We settled on a **logical replication migration using `pglogical`** for near-zero downtime:\n\n- Migrate from the **Postgres 13 primary to a new Postgres 16 instance**.\n- Configure the existing cluster as the **pglogical publisher**.\n- Configure the new Postgres 16 server as the **subscriber** and let it catch up.\n- Perform the final cutover during a **Sunday 02:00 maintenance window**.\n\nThe setup was recorded here: @session:default/20260810_091500_aa11bb", "rep": 2}
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{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 7361, "wall_s": 8.7, "calls": [{"query": "checkout 504", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "oldest", "detail": "adaptive", "session_id": "20260818_140200_cc22dd", "around_message_id": 12, "window": 20, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix shipped was:\n\n- **Setting:** `statement_timeout`\n- **Value:** `45s`\n- **Scope:** Payments DB connection pool\n\nWe also re-created the index **concurrently, off-peak**. This is recorded in @session:default/20260818_140200_cc22dd", "rep": 0}
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{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 4724, "wall_s": 8.8, "calls": [{"query": "checkout 504 incident final fix shipped precise setting value", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout 504", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout OR 504 OR timeout", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "gateway timeout", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix we shipped was:\n\n- **Setting:** `statement_timeout`\n- **Value:** **45 seconds**\n- **Scope:** Payments database connection pool\n\nWe also re-created the affected index using `CONCURRENTLY` during off-peak hours. See the incident session: @session:default/20260818_140200_cc22dd", "rep": 0}
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{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 9374, "wall_s": 18.6, "calls": [{"query": "checkout 504 final fix precise setting value", "limit": 5, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout 504 OR gateway timeout", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "oldest", "detail": "adaptive", "session_id": "20260818_140200_cc22dd", "around_message_id": 12, "window": 20, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix was:\n\n- **Setting:** `statement_timeout`\n- **Value:** `45s`\n- **Scope:** Payments database connection pool\n\nWe also re-created the index using `CREATE INDEX CONCURRENTLY` off-peak. This is recorded in @session:default/20260818_140200_cc22dd.", "rep": 1}
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{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 5014, "wall_s": 8.1, "calls": [{"query": "checkout 504 final fix setting value", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout OR 504 OR timeout", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout gateway", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "504", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix was to set **`statement_timeout = 45s`** on the **payments DB pool**. We also re-created the problematic index using **`CREATE INDEX CONCURRENTLY`** during off-peak hours. See [Checkout 504 Incident]( @session:default/20260818_140200_cc22dd).", "rep": 1}
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{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 9395, "wall_s": 8.3, "calls": [{"query": "checkout 504 final fix precise setting value", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout 504 OR checkout gateway timeout OR 504 checkout", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "oldest", "detail": "adaptive", "session_id": "20260818_140200_cc22dd", "around_message_id": 12, "window": 20, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix was:\n\n- **Setting:** `statement_timeout`\n- **Value:** `45s`\n- **Scope:** Payments database connection pool\n\nWe also re-created the index **concurrently off-peak**. See @session:default/20260818_140200_cc22dd.", "rep": 2}
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{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 9135, "wall_s": 12.9, "calls": [{"query": "checkout 504 incident final fix shipped precise setting value", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout 504", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout timeout OR gateway OR 504", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "final fix shipped setting value", "limit": 10, "sort": "oldest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "oldest", "detail": "adaptive", "session_id": "20260818_140200_cc22dd", "around_message_id": 20, "window": 20, "role_filter": "user,assistant", "profile": ""}], "final": "The final fix was:\n\n- **Setting:** `statement_timeout`\n- **Value:** **45s**\n- **Applied to:** the **payments DB pool**\n\nWe also re-created the index using `CREATE INDEX CONCURRENTLY` off-peak. This is documented in [the Checkout 504 Incident session](@session:default/20260818_140200_cc22dd).", "rep": 2}
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{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 5655, "wall_s": 6.1, "calls": [{"query": "beehive sensors grafana graphs", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR bee hive OR bees grafana OR influx OR sensor*", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The Grafana dashboard is on **port 3000 of the Garden Pi**:\n\n**http://\\<garden-pi-hostname-or-IP\\>:3000**\n\nThe admin login is stored in your **password manager**. This was from @session:default/20260820_101000_ee33ff.", "rep": 0}
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{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 4643, "wall_s": 14.8, "calls": [{"query": "beehive sensors Grafana graphs access dashboard URL", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "beehive OR hive OR bees", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "Grafana OR grafana", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "sensor*", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}], "final": "Access Grafana on **port 3000 of the garden Pi**:\n\n**`http://<garden-pi-hostname-or-IP>:3000`**\n\nThe admin credentials are saved in your password manager. We set this up in [the Apiary Monitoring Setup session]( @session:default/20260820_101000_ee33ff )—the dashboard contains the hive temperature, humidity, and weight graphs.", "rep": 0}
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{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 5635, "wall_s": 8.4, "calls": [{"query": "beehive sensors grafana graphs", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "grafana OR beehive OR hive sensors", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access the Grafana dashboard at:\n\n**`http://<garden-pi-IP>:3000`**\n\nIt’s running on the garden Pi. The admin credentials are stored in your password manager. This was from our setup in @session:default/20260820_101000_ee33ff.", "rep": 1}
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{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 3379, "wall_s": 8.0, "calls": [{"query": "Grafana beehive sensors graphs access dashboard URL", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR hive OR Grafana OR sensor*", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana on **port 3000 of the garden Pi**:\n\n**`http://<garden-pi-hostname-or-IP>:3000`**\n\nThe admin credentials are stored in your password manager. We set this up in [the apiary monitoring session](@session:default/20260820_101000_ee33ff).", "rep": 1}
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{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 5955, "wall_s": 6.3, "calls": [{"query": "beehive sensors grafana graphs", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "Grafana hive", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensor* dashboard", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana at:\n\n**`http://<garden-pi-hostname-or-IP>:3000`**\n\nThe beehive sensor dashboard is on the garden Pi, and the admin credentials are stored in your password manager.", "rep": 2}
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{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 3393, "wall_s": 11.3, "calls": [{"query": "beehive sensors Grafana graphs access dashboard URL", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR beehives OR hive OR Grafana OR sensors", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana on **port 3000 of the garden Raspberry Pi**:\n\n**http://garden-pi:3000** \n—or use the Pi’s local IP—then log in with the admin credentials saved in your password manager.\n\nThat setup is from [our apiary monitoring session](@session:default/20260820_101000_ee33ff).", "rep": 2}
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{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 3640, "wall_s": 4.7, "calls": [{"query": "reef aquarium build", "limit": 10, "sort": "oldest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The reef aquarium build plan is in @session:default/20260822_183000_a4b4c4.", "rep": 0}
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{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": false, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3206, "wall_s": 9.3, "calls": [{"query": "reef aquarium build planning", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "reef OR aquarium OR tank OR saltwater OR coral", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}], "final": "I found it: [Reef Aquarium Build Plan](@session:default/20260822_183000_a4b4c4).", "rep": 0}
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{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 3642, "wall_s": 4.6, "calls": [{"query": "reef aquarium build", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "You can reopen the reef aquarium planning session here: @session:default/20260822_183000_a4b4c4", "rep": 1}
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{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3822, "wall_s": 7.6, "calls": [{"query": "reef aquarium build planning", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "reef OR aquarium OR tank OR saltwater", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}, {"query": "\"reef aquarium\" OR \"reef tank\" OR aquascape", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "", "profile": ""}], "final": "I found it: **Reef Aquarium Build Plan** from August 22, 2026. You can reopen it here: @session:default/20260822_183000_a4b4c4", "rep": 1}
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{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 3637, "wall_s": 4.5, "calls": [{"query": "reef aquarium build", "limit": 10, "sort": "oldest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "You planned it in @session:default/20260822_183000_a4b4c4.", "rep": 2}
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{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3867, "wall_s": 6.3, "calls": [{"query": "reef aquarium build plan planning tank sump lighting equipment", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "reef OR aquarium OR saltwater", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "\"reef aquarium\" OR \"reef tank\" OR aquarium", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The reef aquarium build planning session is **“Reef Aquarium Build Plan”** from August 22, 2026. You can reopen it here: @session:default/20260822_183000_a4b4c4", "rep": 2}
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{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 7317, "wall_s": 8.2, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 5, "role_filter": "", "profile": "work"}], "final": "In @session:work/20260815_110000_beef01, we decided to use **HashiCorp Vault** for secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 0}
|
||
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 3039, "wall_s": 7.5, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 10, "role_filter": "user,assistant", "profile": "work"}], "final": "We decided to use **HashiCorp Vault** for platform secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 0}
|
||
{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 5387, "wall_s": 6.4, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 5, "role_filter": "", "profile": "work"}], "final": "We decided on **HashiCorp Vault** for platform secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 1}
|
||
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 3018, "wall_s": 6.4, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 10, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 10, "role_filter": "user,assistant", "profile": "work"}], "final": "You decided on **HashiCorp Vault** for platform secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 1}
|
||
{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 7346, "wall_s": 10.5, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 5, "role_filter": "user,assistant", "profile": "work"}], "final": "We decided on **HashiCorp Vault** for platform secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 2}
|
||
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 3010, "wall_s": 9.7, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 5, "role_filter": "", "profile": "work"}], "final": "You decided on **HashiCorp Vault** for secrets management, with:\n\n- **90-day secret rotation**\n- **Dynamic database credentials** for services", "rep": 2}
|
||
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 3986, "wall_s": 4.0, "calls": [{"query": "", "limit": 8, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Quick rundown of your recent work:\n\n- **GPU server:** Adjusting the idle fan curve to reduce noise.\n- **Taxes:** Starting an LLC tax-preparation checklist.\n- **Reef aquarium:** Planning a 90-gallon reef aquarium build.\n- **Apiary:** Setting up monitoring for your backyard beehive sensors.\n- **Production incident:** Troubleshooting checkout API timeouts causing 504 errors.\n- **Database infrastructure:** Planning a PostgreSQL 16 migration for the analytics cluster.", "rep": 0}
|
||
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 2435, "wall_s": 5.9, "calls": [{"query": "", "limit": 8, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Here’s the quick rundown of your recent work:\n\n- **GPU server:** Tuning the fan curve to reduce idle noise.\n- **Taxes:** Starting an LLC tax-preparation checklist.\n- **Reef aquarium:** Planning a 90-gallon reef aquarium build.\n- **Apiary:** Setting up monitoring for your outdoor beehive sensors.\n- **Production incident:** Troubleshooting checkout API timeouts causing 504 errors.\n- **Database infrastructure:** Planning a PostgreSQL 16 migration for the analytics cluster.", "rep": 0}
|
||
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 4005, "wall_s": 5.1, "calls": [{"query": "", "limit": 8, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recently, you’ve been working on:\n\n- **GPU server fan curve** — reducing idle fan noise.\n- **LLC tax preparation** — starting a tax prep checklist.\n- **90-gallon reef aquarium** — planning the build.\n- **Apiary monitoring** — setting up sensors for your beehives.\n- **Checkout API incident** — investigating production 504 timeouts.\n- **Postgres 16 migration** — planning the analytics-cluster migration.\n\nThe most substantial recent thread was the checkout incident: @session:default/20260818_140200_cc22dd", "rep": 1}
|
||
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 2422, "wall_s": 5.3, "calls": [{"query": "", "limit": 8, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Here’s the quick rundown of your recent work:\n\n- **GPU server:** Tuning the idle fan curve to reduce noise.\n- **Taxes:** Starting a tax-prep checklist for your LLC.\n- **Reef aquarium:** Planning a 90-gallon reef aquarium build.\n- **Apiary:** Setting up monitoring for your outdoor beehive sensors.\n- **Production incident:** Investigating checkout API timeouts and 504 errors.\n- **Database migration:** Planning a PostgreSQL 16 migration for the analytics cluster.", "rep": 1}
|
||
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 3982, "wall_s": 5.2, "calls": [{"query": "", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recently, you’ve been working on:\n\n- **GPU server fan curve** — reducing idle fan noise.\n- **LLC tax prep** — building a tax preparation checklist.\n- **90-gallon reef aquarium** — planning the build and equipment.\n- **Apiary monitoring** — setting up monitoring for beehive sensors.\n- **Checkout API incident** — troubleshooting production 504 timeouts.\n- **Postgres 16 migration** — planning the analytics cluster migration.", "rep": 2}
|
||
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-luna", "ok": true, "n_tool_calls": 7, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 5001, "wall_s": 14.0, "calls": [{"query": "", "limit": 8, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260825_200000_ffeedd", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260824_090000_d5e5f6", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260822_183000_a4b4c4", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260820_101000_ee33ff", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260818_140200_cc22dd", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260810_091500_aa11bb", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recently, you’ve been working on:\n\n- Tuning the **GPU server’s idle fan curve** to reduce noise: @session:default/20260825_200000_ffeedd\n- Starting an **LLC tax-prep checklist**: @session:default/20260824_090000_d5e5f6\n- Planning a **90-gallon reef aquarium build**: @session:default/20260822_183000_a4b4c4\n- Setting up **monitoring for your backyard beehive sensors**: @session:default/20260820_101000_ee33ff\n- Troubleshooting a **production checkout API timeout/504 incident**: @session:default/20260818_140200_cc22dd\n- Planning a **Postgres 16 migration** for the analytics cluster: @session:default/20260810_091500_aa11bb", "rep": 2}
|