Fimeg/Redflag
1
0
Fork 0
Code Issues 1 Pull Requests Actions Packages Projects Releases Wiki Activity

chore(reflection): pass #118 - Synthetic API optimization strategy

Browse Source 
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
This commit is contained in:
Reflection Subagent
2026-03-27 13:19:36 -04:00
committed by Ani (Daemon)
parent 1cc2e0bff5
commit 271c3ce1c1
2 changed files with 41 additions and 33 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1
aster/audit/history.md
View File

@@ -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 <no-reply/> 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.

73
aster/audit/last_pass.md
View File

@@ -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).