Source: https://developers.grain.com/
Date: March 4, 2026 Team composition: 4 Full-stack Engineers, 1 Manual QA, 1 Automation QA, 1 Designer, 2 Product Managers
The industry standard dev-to-manual-QA ratio is roughly 3:1. You're at 4:1, on a growing platform with increasing complexity. Ola has flagged she needs help for 3 consecutive retros. She's not complaining — she's reporting a structural fact.
| #!/bin/bash | |
| # Install Wasabi Transcripts skill for Amp | |
| # Usage: bash <(curl -fsSL "https://gist.githubusercontent.com/aseba/.../raw/install.sh") | |
| # | |
| # Run from any directory. Creates .agents/skills/fetching-wasabi-transcripts/ with | |
| # everything needed to fetch candidate interview transcripts from Wasabi S3. | |
| set -euo pipefail | |
| echo "" |
| #!/bin/bash | |
| # Install Platform DB Read Replica skill for Amp | |
| # Usage: bash <(curl -fsSL https://raw.githubusercontent.com/…/install.sh) | |
| # | |
| # Run from any directory. Creates .agents/skills/connecting-platform-db/ with | |
| # everything needed to connect to the Remotely platform read replica via cloud-sql-proxy. | |
| set -euo pipefail | |
| echo "" |
| #!/bin/bash | |
| # Install Postgres MCP for Cursor | |
| # Usage: bash <(curl -fsSL https://gist.githubusercontent.com/aseba/9dca16dfc23e8a870157a25b57e01efb/raw/install-postgres-mcp.sh) | |
| # | |
| # Installs .cursor/mcp.json and .cursor/start-postgres-mcp.sh into the current directory. | |
| # Installs missing dependencies: brew, gcloud, cloud-sql-proxy, uv/uvx | |
| set -euo pipefail | |
| echo "🔧 Installing Postgres MCP for Cursor..." |
Goal: Does the 48-hour submission playbook work differently for POC customers (first position, pre-contract) vs Active customers (already have contracts)?
Period: Jan 2025 – Feb 2026
Source: Production database (platform), tables: job_openings, applications, contracts, customers
Generated: 2026-02-20
Base Report: Full 48h Analysis
Amp Thread: https://ampcode.com/threads/T-019c7ae1-816c-76b8-ab27-ba11a3ff0b59
Filter applied: Excludes 95 Closed Won positions that had 0 company submissions in the first 48 business hours. These positions won despite no early submission activity (median first submission at 99h, avg 12.7 total submissions), and their inclusion inflated the "missed" win rate in the full report.
Dataset: 179 positions (66 Won + 113 Lost), down from 274
Period: Jan 2025 – Feb 2026
Source: Production database (platform)
Amp Thread: https://ampcode.com/threads/T-019c7ae1-816c-76b8-ab27-ba11a3ff0b59