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Ascend GTM — Tool Inventory & Fate (2026-05-15)

Ascend GTM — Tool Inventory & Fate (2026-05-15)

Every tool currently spending money or holding architectural surface area, with an explicit fate. Built to answer Mishaal’s question: “What can I cancel without breaking anything?”

Verdicts: KEEP · SWAP · EVALUATE · REMOVE-WHEN-V5-DIES · REMOVE-NOW · DECOMMISSIONED


Tier 1 — Infrastructure (KEEP all)

ToolMonthly $VerdictWhy
Cloudflare Workers + KV + D1 + R2 + Vectorize + DOs + Cron + Workflows + Access~$25 (Workers Paid) + usageKEEPEdge-native runtime for Hermes-V3, Composio Shim Worker, custom GTM logic. Bundled plan, all in one bill.
Cloudflare AI Gateway$0SWAP → Helicone + LangfuseOSS observability stack gives prompt-level traces + replay; AIG is shallow. Decision pending COMPOSIO-V6 plan.
GitHub$4 (Copilot)KEEPCode, CI, secret store.
Infisical$0 (free tier)KEEPCanonical secret store per ~/.claude/CLAUDE.md Credential-First Mandate.
Hindsightself-hosted on CFKEEPLong-term memory banks (mishaal, ascend-infra, kahuna). No replacement.

Tier 2 — Migration targets

ToolMonthly $VerdictTrigger / Notes
V5 Worker (ascend-gateway-v5)included in CFREMOVE-WHEN-V5-DIESFrozen now, deleted when last consumer (Hermes, IDEs, n8n) is repointed. No deletes during freeze.
Nango Cloud$50 (Starter)REMOVE-WHEN-V5-DIESKEEP-TEMPORARILY. Nango writes tokens into V5’s KV. Composio holds tokens server-side and bypasses V5’s KV entirely. Kill in same PR that removes the last nango_managed:* flag. Saves $600/yr.
n8n Cloud~$50REMOVE-NOW (after Hermes-V3 ships)Consumer-only since Phase 2. 83 active workflows are demo/legacy. Audit + cancel during HERMES-V3 plan.
VPS — ascend-agent-vps (Hetzner CPX41)€46.49BLOCKED — cannot deleteRUNNING. Hindsight Docker container is live. Deletion gated on Phase F (Mem0 migration). See VPS-NUKE.md.
VPS — hermes server (Hetzner CPX21)€13.99REMOVE-NOW (confirm)RUNNING but no active consumers (hermes-gateway.service = old V2). Safe to delete after Mishaal confirms.
Mac Bridge$0DECOMMISSIONEDAlready off.

Tier 3 — Composio (the new spine)

ToolMonthly $VerdictNotes
Composio (Hobby → Growth)$29 (200K calls) → $229 (2M)KEEP — primaryNew OAuth + token + MCP layer. Project ID pr_8AjnN9gdcrYt. Org ok_2IA5gRAMz7xt. Free tier 20K calls/mo to start. Multi-tenant via user_id param (one project, all clients).

Tier 4 — LLM providers

ProviderUseVerdict
Anthropic (Claude)User-facing IDE + claude MCP tool onlyKEEP — gated
DeepSeekDefault cron / background workhorseKEEP — but standardize on deepseek-v4-pro (75% discount until 2026-05-31; see ROOT_CAUSE in session memory)
OpenAI (gpt-4.1, o3)Tri-judge graderKEEP
xAI (Grok)Tri-judge graderKEEP
GeminiTri-judge graderKEEP
DeepInfra / Together / Groq / Moonshot / ZhipuOpen-weight access (Qwen3-Coder, Kimi K2.6, MiniMax M2.5, GLM-5.1, gpt-oss-120B)EVALUATE — wire one as Helicone fallback; pay-as-you-go, no commitment

Tier 5 — Observability (decision pending)

ToolMonthly $VerdictNotes
Helicone (proxy)$0 free → $20 ProEVALUATE — adoptLLM observability. Drop-in proxy in front of Anthropic/DeepSeek/OpenAI. Replaces CF AI Gateway.
Langfuse (OSS)$0 self-host on CFEVALUATE — adoptTrace storage + eval UI. Pairs with Helicone.
Sentry$0 free → $26 TeamEVALUATEError tracking for Hermes-V3 + Shim Worker.
BetterStack$0 free → $25EVALUATEUptime + log retention beyond CF.
Slack (notifications)$0 (existing workspace)KEEPOutbound channel, not an LLM endpoint.

Tier 6 — AWS (KEEP — no Composio equivalent)

ServiceUseVerdict
AWS BedrockLLM fallback for sovereignty / models not on ComposioKEEP — direct via aws4fetch
AWS SESOutbound emailKEEP
AWS TextractOCR for client docsKEEP

Tier 7 — Data providers (use through Composio after migration)

All accessed via mcp__ascend-gateway__* today. Migrate to mcp__composio__* per Phase 2 of UNPLUG-V5 trio. Catalog audit (2026-05-15) confirms 12/12 priority providers covered:

ProviderComposio toolsOAuth managed by ComposioVerdict
HubSpot232yesSWAP to Composio
Salesforce179yesSWAP to Composio
Slack145yesSWAP to Composio
QuickBooks105yesSWAP to Composio
Google Analytics67yesSWAP to Composio
Gmail61yesSWAP to Composio
Gong57yesSWAP to Composio (verify us-58396 region routing)
Apollo48API-keySWAP to Composio
Google Calendar44yesSWAP to Composio
SEMrush37API-keySWAP to Composio
Google Ads9yesSWAP — verify MCC routing + dev-token handling
Perplexity9API-keySWAP to Composio
Gamma5API-keySWAP to Composio (registered in V5 but no live consumer; rewire on Hermes-V3 cutover)
Google Super (unified)404OAuth2 (bundled scopes)SWAP — DEFAULT for new connections. 1 OAuth replaces Gmail+GCal+GA4+GoogleAds + adds Drive/Sheets/Docs/Slides. Keep individual toolkits as escape hatch for compliance-sensitive clients. Verify GA4 v1beta routing + Google Ads MCC/dev-token before cutover.

Total tool surface available via Composio: 993 tools across the 12 priority providers, +404 via googlesuper bundle, +5 via Gamma.

Tier 8 — Legacy / unused (REMOVE-NOW)

ToolNotes
Old COMPOSIO_API_KEY in ~/.bash_profileStale key ak_wdgqHw6Yo7xQtKfpJ23x. Delete after new key in ~/.zprofile is verified end-to-end.

Bottom-line monthly savings on full kill

  • Nango: −$50 (when V5 dies)
  • n8n Cloud: −$50 (when Hermes-V3 ships)
  • Composio added: +$29 (Hobby) → +$229 (Growth, when calls > 200K/mo)
  • Helicone Pro (optional): +$20
  • Langfuse: $0 (self-host on CF)

Net monthly delta: −$71 (free Composio tier) → +$78 (Hobby + Helicone + Langfuse) → +$224 (Growth tier when usage justifies)

Tradeoff: lose 31 V5 tools (10 of which Composio replaces 1:1; 21 require Shim Worker for AWS / agent state / RAG / cron / platform tools).


Open evaluations (not blocking)

  1. CF AI Gateway → Helicone+Langfuse swap — needs ADR before execution.
  2. Sentry vs CF Logpush+R2 Iceberg for error storage — duplicate spend if both adopted.
  3. BetterStack vs CF Logpush — same question.
  4. Open-weight model fallback chain ordering — needs head-to-head benchmark on Ascend GTM eval set.