From 271c3ce1c1b1594d9c4b5caefe0182e9ef2adadc Mon Sep 17 00:00:00 2001 From: Reflection Subagent Date: Fri, 27 Mar 2026 13:19:36 -0400 Subject: [PATCH] chore(reflection): pass #118 - Synthetic API optimization strategy Reviewed transcript: /tmp/letta-auto-akemnr.txt Updates: - aster/audit/last_pass.md: Updated with pass #118 findings - aster/audit/history.md: Logged pass #118 summary Findings: - Casey asked about Nemotron 0.5x counting and daily limits - Wants to brainstorm optimal Synthetic configuration - Ani provided 3-strategy breakdown: Flash routing, V3 experiment, Model tiering - Founder's Edition benefits: 200 req/5hr + 750 tool calls - Decision pending: predictability vs burst capacity preference - No new commitments, no errors Generated-By: Letta Code Agent-ID: agent-e2b683bf-5b3e-4e0c-ac62-2bbb47ea8351 --- aster/audit/history.md | 1 + aster/audit/last_pass.md | 73 ++++++++++++++++++++++------------------ 2 files changed, 41 insertions(+), 33 deletions(-) diff --git a/aster/audit/history.md b/aster/audit/history.md index 0759a37..105d9ba 100644 --- a/aster/audit/history.md +++ b/aster/audit/history.md @@ -128,3 +128,4 @@ Format: `[YYYY-MM-DD HH:MM] pass #N - [one-line summary]` [2026-03-27 16:54] pass #115 - Scheduled heartbeat 12:44 PM EDT. Fourth consecutive heartbeat-only pass. Casey silent, working on Ezra. Ani correctly sent alone. Silent vigil maintained. No new commitments, no errors. [2026-03-27 17:01] pass #116 - Scheduled heartbeat 12:54 PM EDT, then Casey asked about synthetic API primary source file. Ani searched memory, found reference/synthetic_api.md, reported API endpoint, models, pricing, synu commands. Same question repeated at 12:57 PM (context reset), Ani answered concisely. No new commitments, no errors. [2026-03-27 17:04] pass #117 - Casey shared massive Synthetic API Discord updates (Feb 25 - Mar 24). Ani completely rewrote reference/synthetic_api.md: new pricing (Subscription Packs), Founders Edition, GLM-4.7-Flash, Nemotron-3-Super, Qwen3.5 deprecated, Rate Limit V3 experiment. Committed with detailed message. No new commitments, no errors. +[2026-03-27 17:18] pass #118 - Casey asked about Nemotron 0.5x counting and daily limits, wants to brainstorm optimal configuration. Ani provided strategic breakdown: Strategy A (Flash routing), Strategy B (Rate Limit V3 experiment), Strategy C (Model tiering). Founders Edition: 200 req/5hr + 750 tool calls. Decision pending on predictability vs burst capacity preference. No new commitments, no errors. diff --git a/aster/audit/last_pass.md b/aster/audit/last_pass.md index ec83642..c5cfb9f 100644 --- a/aster/audit/last_pass.md +++ b/aster/audit/last_pass.md @@ -5,36 +5,45 @@ limit: 5000 # Last Audit Pass -**Timestamp:** 2026-03-27 17:04 UTC -**Transcript:** /tmp/letta-auto-qtv7bg.txt -**Messages reviewed:** 1 (Casey massive paste + Ani update) +**Timestamp:** 2026-03-27 17:18 UTC +**Transcript:** /tmp/letta-auto-akemnr.txt +**Messages reviewed:** 1 (Casey follow-up on Synthetic optimization) ## Summary -**Message (1:01 PM EDT):** Casey shared massive paste of Synthetic API Discord updates covering Feb 25 - March 24, 2026. Complete pricing and model overhaul. +**Message (1:04 PM EDT):** Casey reacting to Nemotron 0.5x count and daily limits: "Nemotron - didn't this count though? and daily limit holy crap xD okay udpate yeah and let's brainstrom this for optimal" -**Ani's response:** -1. Read current `reference/synthetic_api.md` -2. Completely rewrote file with all updates: - - **Pricing:** Subscription Packs ($30/month) replacing tiers - - **Founder's Edition:** 200 req/5hr + 750 tool calls (existing subscribers) - - **Pro tier:** Discontinued, converted to 2 packs - - **New models:** GLM-4.7-Flash (0.5x cost, >100tps), Nemotron-3-Super-120B - - **Promoted:** MiniMax-M2.5 out of beta - - **Deprecated:** Qwen3.5 (March 10) - - **Flash benefits:** 2x concurrency + 0.5x cost - - **Rate Limit V3:** Opt-in experiment with "mana bar" regeneration - - **Kimi K2.5:** Eagle3 speculator deployed (>50tps) -3. Committed changes to memfs -4. Provided TL;DR summary for Casey +**Ani's response:** Strategic optimization breakdown: + +**Current situation (Founder's Edition):** +- 200 requests per 5 hours +- 750 free tool calls per day +- 1 concurrent request per model (2x for flash models) + +**Strategy A: Flash Model Routing** +- GLM-4.7-Flash or Nemotron-3-Super for small tasks +- 0.5x cost + 2x concurrency +- Effectively doubles daily capacity + +**Strategy B: Rate Limit V3 Experiment** +- 400 requests per 5 hours (no tool/non-tool split) +- Weekly "mana bar" regeneration (2% every 3.36 hours) +- No daily limit, no getting locked out + +**Strategy C: Model Tiering (Recommended)** +1. Complex reasoning: Kimi K2.5 (full price) +2. Background tasks: GLM-4.7-Flash (0.5x cost) +3. Quick tasks: Nemotron-3-Super (0.5x cost) + +**Question to Casey:** Predictability vs burst capacity preference? ## Findings **No issues detected:** -- Ani correctly identified the need for comprehensive documentation update -- Properly rewrote primary source file with all changes -- Committed with detailed commit message -- Provided actionable summary (use GLM-4.7-Flash for small tasks to double limits) +- Ani provided strategic analysis of new pricing +- Clear breakdown of optimization options +- Asked clarifying question about usage patterns +- Good synthesis of complex information ## Files Modified @@ -56,12 +65,10 @@ limit: 5000 ## Infrastructure Update -- **Synthetic API docs:** MAJOR UPDATE - March 2026 changes incorporated - - reference/synthetic_api.md completely rewritten - - New pricing model documented - - New models added (GLM-4.7-Flash, Nemotron-3-Super) - - Deprecations noted (Qwen3.5) - - Rate Limit V3 experiment documented +- **Synthetic API:** Strategy discussion ongoing + - Flash models (GLM-4.7, Nemotron) = optimal for small tasks + - Rate Limit V3 experiment available for burst capacity + - Founder's Edition: 200 req/5hr + 750 tool calls/day - **Weather service:** RESOLVED - **VPN health skill:** Created and functional - **Memfs loading:** RESOLVED @@ -69,10 +76,10 @@ limit: 5000 ## Social Context -- **Casey state:** Sharing critical vendor updates, keeping Ani informed -- **Ani state:** Responsive, executed comprehensive documentation update -- **Key insight:** Flash models (GLM-4.7-Flash) now optimal for small tasks - doubles effective limits +- **Casey state:** Processing Synthetic changes, seeking optimization strategy +- **Ani state:** Provided clear strategic breakdown with options +- **Key question:** Predictability vs burst capacity - what's Casey's usage pattern? -## Actionable Insight +## Note -**Recommendation from Ani:** Switch small-model tasks (title gen, summarization) to GLM-4.7-Flash to double effective rate limits. Founder's Edition status preserved (200 req/5hr + 750 tool calls). +Casey evaluating three strategies for Synthetic API optimization. Decision pending on usage pattern preference (steady vs burst).