{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3799, "wall_s": 4.3, "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 near-zero-downtime migration from PostgreSQL 13 to 16 using **pglogical**:\n\n- Configure the existing pg13 primary as publisher and the new pg16 cluster as subscriber.\n- Let replication catch up, then cut over during the **Sunday 02:00 maintenance window**.\n- Avoided pg_dump/restore because downtime was a priority.\n\nThe publisher/subscriber setup was already configured and syncing in @session:default/20260810_091500_aa11bb.", "rep": 0}
{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 4240, "wall_s": 7.7, "calls": [{"query": "postgres migration analytics cluster approach settled", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "analytics postgres", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "migration cluster", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "PostgreSQL OR pg migration", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **near-zero-downtime logical-replication migration** rather than dump/restore:\n\n- Upgrade the analytics cluster from **Postgres 13 to Postgres 16**\n- Use **pglogical**: the existing pg13 primary as publisher, a new pg16 node as subscriber\n- Let replication catch up, then perform cutover in the **Sunday 02:00 maintenance window**\n\nThe publisher/subscriber sync had already been configured. See @session:default/20260810_091500_aa11bb.", "rep": 0}
{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3776, "wall_s": 7.3, "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 chose a near-zero-downtime migration to PostgreSQL 16 using **pglogical**:\n\n- Configure the existing PostgreSQL 13 primary as the publisher.\n- Bring up the new PostgreSQL 16 instance as a subscriber and let it sync.\n- Perform the final cutover during the **Sunday 02:00 maintenance window**.\n\nThis was set up in @session:default/20260810_091500_aa11bb.", "rep": 1}
{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 4829, "wall_s": 10.6, "calls": [{"query": "postgres migration analytics cluster approach settled", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "analytics postgres", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "migration", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "PostgreSQL", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "We settled on a **near-zero-downtime logical replication migration** rather than dump/restore:\n\n- Upgrade the analytics cluster from **Postgres 13 to Postgres 16**\n- Use **pglogical**: old pg13 primary as publisher, new pg16 instance as subscriber\n- Let it fully sync, then perform the cutover in a **Sunday 02:00 maintenance window**\n\nThe publisher/subscriber replication setup was configured. See @session:default/20260810_091500_aa11bb.", "rep": 1}
{"task": "t1_discover", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1551, "total_tokens": 3785, "wall_s": 5.8, "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 near-zero-downtime migration to PostgreSQL 16 using **pglogical**:\n\n- Configure the existing PostgreSQL 13 primary as the publisher.\n- Bring up the new PostgreSQL 16 cluster as a subscriber and let it synchronize.\n- Cut over during the **Sunday 02:00** maintenance window once replication is caught up.\n\nThe publisher/subscriber setup was already noted as configured in @session:default/20260810_091500_aa11bb.", "rep": 2}
{"task": "t1_discover", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 737, "total_tokens": 2246, "wall_s": 3.6, "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 **near-zero-downtime logical replication migration**:\n\n- Upgrade the analytics cluster from **Postgres 13 to Postgres 16** using **pglogical**.\n- Configure the existing pg13 primary as publisher and the new pg16 instance as subscriber, then let it fully sync.\n- Perform the final cutover during a **Sunday 02:00 maintenance window**.\n\nThe publisher/subscriber setup was already configured in the prior discussion: @session:default/20260810_091500_aa11bb", "rep": 2}
{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 11709, "wall_s": 10.0, "calls": [{"query": "checkout 504 final fix shipped precise setting value", "limit": 5, "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": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "504 incident", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout timeout", "limit": 10, "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": "20260818_140200_cc22dd", "around_message_id": 21, "window": 15, "role_filter": "user,assistant", "profile": ""}], "final": "The shipped setting was **`statement_timeout = 45s`** on the **payments DB pool**. We also re-created the problematic index using **`CREATE INDEX CONCURRENTLY`** during an off-peak window.\n\nThis is recorded in @session:default/20260818_140200_cc22dd.", "rep": 0}
{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 9289, "wall_s": 8.0, "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", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "504", "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": "adaptive", "session_id": "", "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": 25, "window": 10, "role_filter": "user,assistant", "profile": ""}], "final": "The final shipped setting was:\n\n- **`statement_timeout = 45s`** on the **payments DB pool**\n\nThe accompanying remediation was to re-create the index **`CONCURRENTLY`** during off-peak hours. Recorded in @session:default/20260818_140200_cc22dd.", "rep": 0}
{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 13087, "wall_s": 7.5, "calls": [{"query": "checkout 504 incident 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 504", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "504", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout timeout", "limit": 10, "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": "20260818_140200_cc22dd", "around_message_id": 25, "window": 12, "role_filter": "user,assistant", "profile": ""}], "final": "The shipped setting change was:\n\n- **`statement_timeout = 45s`** on the **payments DB pool**\n\nThe final remediation also re-created the index using **`CREATE INDEX CONCURRENTLY`** off-peak. This is recorded in @session:default/20260818_140200_cc22dd.", "rep": 1}
{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 10365, "wall_s": 10.2, "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": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "504", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout timeout", "limit": 10, "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": "20260818_140200_cc22dd", "around_message_id": 25, "window": 10, "role_filter": "user,assistant", "profile": ""}], "final": "The final shipped setting was **`statement_timeout = 45s` on the payments DB pool**. We also re-created the index using **`CONCURRENTLY` off-peak**. Recorded in @session:default/20260818_140200_cc22dd.", "rep": 1}
{"task": "t2_scroll", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 1565, "total_tokens": 11609, "wall_s": 7.9, "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": "504", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "checkout incident", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "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": 24, "window": 15, "role_filter": "user,assistant", "profile": ""}], "final": "The shipped timeout setting was **`statement_timeout = 45s`** on the **payments DB pool**.\n\nThe final remediation also re-created the index using **`CONCURRENTLY`** during an off-peak window. This is in @session:default/20260818_140200_cc22dd.", "rep": 2}
{"task": "t2_scroll", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 5, "bad_calls": 0, "first_prompt_tokens": 751, "total_tokens": 11157, "wall_s": 11.7, "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 OR 504", "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": ""}, {"query": "checkout timeout", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "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": 25, "window": 12, "role_filter": "user,assistant", "profile": ""}], "final": "The final shipped setting was **`statement_timeout = 45s` on the payments DB pool**.\n\nThey also re-created the index using **`CONCURRENTLY` off-peak**. Source: @session:default/20260818_140200_cc22dd", "rep": 2}
{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 6712, "wall_s": 6.1, "calls": [{"query": "grafana beehive sensors", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "grafana", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensor*", "limit": 10, "sort": "newest", "detail": "adaptive", "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 admin credentials are in your password manager. We set it up in @session:default/20260820_101000_ee33ff.", "rep": 0}
{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 4629, "wall_s": 12.4, "calls": [{"query": "beehive sensors Grafana graphs access URL dashboard", "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": "grafana", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensors", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana at **port 3000 on the garden Pi** — e.g. `http://<garden-pi-hostname-or-IP>:3000`. The admin credentials are in your password manager.\n\nWe set it up in @session:default/20260820_101000_ee33ff.", "rep": 0}
{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 6771, "wall_s": 9.8, "calls": [{"query": "beehive sensors grafana graphs", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "grafana", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR hive OR sensors", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "influx OR prometheus OR dashboard", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana on port **3000** of the garden Pi: `http://<garden-pi-address>:3000`.\n\nThe admin credentials are in your password manager. This was from @session:default/20260820_101000_ee33ff.", "rep": 1}
{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 4636, "wall_s": 5.7, "calls": [{"query": "beehive sensors Grafana graphs access URL dashboard", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR bees OR hive", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "Grafana", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensor OR sensors", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana on **port 3000 of the garden Pi**—for example, `http://<garden-pi-hostname-or-IP>:3000`. The admin credentials are in your password manager.\n\nWe set it up in @session:default/20260820_101000_ee33ff.", "rep": 1}
{"task": "t3_broaden", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 1556, "total_tokens": 6712, "wall_s": 14.7, "calls": [{"query": "Grafana beehive sensors graphs", "limit": 5, "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": "grafana", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensor", "limit": 10, "sort": "newest", "detail": "adaptive", "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 admin credentials are in your password manager. We set it up in @session:default/20260820_101000_ee33ff.", "rep": 2}
{"task": "t3_broaden", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 4, "bad_calls": 0, "first_prompt_tokens": 742, "total_tokens": 4642, "wall_s": 6.5, "calls": [{"query": "beehive sensors Grafana graphs access URL", "limit": 10, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "grafana", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "beehive OR hive OR bees", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "sensors", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Access Grafana at **`http://<garden-pi>:3000`** (or its IP address on your local network). The admin credentials are in your password manager.\n\nWe set it up in the **Apiary Monitoring Setup** session: @session:default/20260820_101000_ee33ff", "rep": 2}
{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 5508, "wall_s": 6.7, "calls": [{"query": "reef aquarium build planned", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "reef OR aquarium OR tank", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "That’s @session:default/20260822_183000_a4b4c4 — the 90-gallon reef aquarium build plan (30g sump, AI Hydra lighting, DIY stand, and cycling timeline).", "rep": 0}
{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3250, "wall_s": 5.3, "calls": [{"query": "reef aquarium build planned planning", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "reef OR aquarium OR saltwater OR aquascape", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Found it: the **“Reef Aquarium Build Plan”** session from August 22, covering the 90g display, 30g sump, AI Hydra lighting, DIY stand, and cycling timeline. Reopen it here: @session:default/20260822_183000_a4b4c4", "rep": 0}
{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 5509, "wall_s": 5.9, "calls": [{"query": "reef aquarium build planned", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "reef OR aquarium OR tank", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The reef plan is @session:default/20260822_183000_a4b4c4 — it covers the 90-gallon display, 30-gallon sump, AI Hydra lights, DIY stand, and cycling timeline.", "rep": 1}
{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3466, "wall_s": 6.9, "calls": [{"query": "reef aquarium build planned", "limit": 5, "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": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "tank build", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Found it: **Reef Aquarium Build Plan** (Aug 22), covering the 90g display, 30g sump, AI Hydra lights, DIY stand, and cycling timeline. Reopen it here: @session:default/20260822_183000_a4b4c4", "rep": 1}
{"task": "t4_link", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 1552, "total_tokens": 5700, "wall_s": 11.6, "calls": [{"query": "reef aquarium build planned", "limit": 5, "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": "tank build", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "That’s @session:default/20260822_183000_a4b4c4 — the 90-gallon reef aquarium build plan (30g sump, AI Hydra lighting, DIY stand, and cycling timeline).", "rep": 2}
{"task": "t4_link", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 738, "total_tokens": 3225, "wall_s": 5.6, "calls": [{"query": "reef aquarium build planned", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}, {"query": "reef OR aquarium OR aquascape OR tank", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "The reef build planning session is **“Reef Aquarium Build Plan”** from August 22: @session:default/20260822_183000_a4b4c4", "rep": 2}
{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": false, "n_tool_calls": 8, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 16052, "wall_s": 23.7, "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": 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": 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": 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"}], "final": "", "rep": 0}
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 2, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 3431, "wall_s": 7.3, "calls": [{"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 1, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "adaptive", "session_id": "20260815_110000_beef01", "around_message_id": 2, "window": 20, "role_filter": "user,assistant", "profile": "work"}], "final": "We decided on **HashiCorp Vault** for the platform team, with:\n\n- a **90-day secret rotation policy**\n- **dynamic database credentials** for services\n\nSession: @session:work/20260815_110000_beef01", "rep": 0}
{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": false, "n_tool_calls": 8, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 16074, "wall_s": 30.2, "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": 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": 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": 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"}], "final": "", "rep": 1}
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": false, "n_tool_calls": 8, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 9510, "wall_s": 22.7, "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": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}], "final": "", "rep": 1}
{"task": "t5_profile", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": false, "n_tool_calls": 8, "bad_calls": 0, "first_prompt_tokens": 1553, "total_tokens": 16143, "wall_s": 24.8, "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"}, {"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": 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": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}], "final": "", "rep": 2}
{"task": "t5_profile", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 3, "bad_calls": 0, "first_prompt_tokens": 739, "total_tokens": 4194, "wall_s": 14.4, "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": "full", "session_id": "20260815_110000_beef01", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": "work"}, {"query": "", "limit": 3, "sort": "newest", "detail": "full", "session_id": "20260815_110000_beef01", "around_message_id": 1, "window": 20, "role_filter": "user,assistant", "profile": "work"}], "final": "We decided on **HashiCorp Vault** for the platform team, with:\n\n- a **90-day secret rotation** policy\n- **dynamic database credentials** for services\n\nSession: @session:work/20260815_110000_beef01", "rep": 2}
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 3985, "wall_s": 3.8, "calls": [{"query": "", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work has included:\n\n- Tuning your **GPU server fan curve** to reduce idle noise.\n- Starting an **LLC tax-prep checklist**.\n- Planning a **90-gallon reef aquarium build**.\n- Setting up **yard beehive/apiary sensor monitoring**.\n- Investigating a **production checkout API 504 timeout incident**.\n- Planning a **Postgres 16 migration** for the analytics cluster.\n\nThe most active technical thread was the @session:default/20260818_140200_cc22dd.", "rep": 0}
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 2453, "wall_s": 11.5, "calls": [{"query": "", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work has spanned a mix of infrastructure, operations, and personal projects:\n\n- **GPU server noise:** tuning the idle fan curve. @session:default/20260825_200000_ffeedd  \n- **LLC taxes:** starting a tax-prep checklist. @session:default/20260824_090000_d5e5f6  \n- **Reef aquarium:** planning a 90-gallon build. @session:default/20260822_183000_a4b4c4  \n- **Apiary:** setting up yard beehive sensor monitoring. @session:default/20260820_101000_ee33ff  \n- **Production incident:** investigating checkout API timeouts/504s. @session:default/20260818_140200_cc22dd  \n- **Data platform:** planning a Postgres 16 migration for analytics. @session:default/20260810_091500_aa11bb", "rep": 0}
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 3969, "wall_s": 3.9, "calls": [{"query": "", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work includes:\n\n- Tuning the **GPU server fan curve** to reduce idle noise.\n- Starting an **LLC tax-prep checklist**.\n- Planning a **90-gallon reef aquarium** build.\n- Setting up **yard beehive/apiary sensor monitoring**.\n- Investigating a production **checkout API 504 timeout incident**.\n- Planning a **Postgres 16 migration** for the analytics cluster.\n\nWant to resume any of these?", "rep": 1}
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 2227, "wall_s": 2.9, "calls": [{"query": "", "limit": 5, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work includes:\n\n- **GPU server:** tuning the idle fan curve to reduce noise.  \n- **LLC taxes:** starting a tax-prep checklist.  \n- **90-gallon reef aquarium:** planning the build.  \n- **Apiary:** setting up monitoring for yard beehive sensors.  \n- **Production checkout incident:** investigating checkout API timeouts / user-facing 504s.", "rep": 1}
{"task": "t6_browse", "arm": "main", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 1549, "total_tokens": 3984, "wall_s": 4.7, "calls": [{"query": "", "limit": 10, "sort": "newest", "detail": "adaptive", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work has covered a mix of infrastructure, operations, and personal projects:\n\n- Tuning a **GPU server fan curve** to reduce idle noise.\n- Starting an **LLC tax-prep checklist**.\n- Planning a **90-gallon reef aquarium** build.\n- Setting up **yard beehive/apiary sensor monitoring**.\n- Investigating and addressing a **production checkout API 504 incident**.\n- Planning a **Postgres 16 migration** for the analytics cluster.", "rep": 2}
{"task": "t6_browse", "arm": "pr", "model": "openai/gpt-5.6-terra", "ok": true, "n_tool_calls": 1, "bad_calls": 0, "first_prompt_tokens": 735, "total_tokens": 2323, "wall_s": 4.8, "calls": [{"query": "", "limit": 5, "sort": "newest", "detail": "full", "session_id": "", "around_message_id": 0, "window": 5, "role_filter": "user,assistant", "profile": ""}], "final": "Recent work, roughly newest first:\n\n- **GPU server fan curve:** reducing idle noise while keeping safe thermals. @session:default/20260825_200000_ffeedd\n- **LLC tax prep:** starting a checklist and organizing the needed materials. @session:default/20260824_090000_d5e5f6\n- **90-gallon reef aquarium:** planning out the build. @session:default/20260822_183000_a4b4c4\n- **Apiary monitoring:** setting up sensor monitoring for the yard beehives. @session:default/20260820_101000_ee33ff\n- **Checkout outage:** investigating production checkout API timeouts/504s. @session:default/20260818_140200_cc22dd", "rep": 2}