Managing Banana Dev

Banana.dev Management

Analyze Banana.dev model deployments, inference calls, GPU usage, and build status.

Phase 1: Discovery

#!/bin/bash
TOKEN="${BANANA_API_KEY}"
BASE="https://api.banana.dev/v1"
AUTH=(-H "Authorization: Bearer ${TOKEN}" -H "Content-Type: application/json")

echo "=== Models Inventory ==="
curl -s "${BASE}/models" "${AUTH[@]}" \
  | jq -r '.models[] | "\(.name)\t\(.model_key[0:12])\t\(.status)\t\(.gpu_type)\t\(.created_at[0:10])"' \
  | column -t | head -20

echo ""
echo "=== Deployments ==="
curl -s "${BASE}/deployments" "${AUTH[@]}" \
  | jq -r '.deployments[] | "\(.model_name)\t\(.version[0:8])\t\(.status)\t\(.gpu)\t\(.replicas)\t\(.updated_at[0:19])"' \
  | column -t | head -20

echo ""
echo "=== GPU Allocation ==="
curl -s "${BASE}/models" "${AUTH[@]}" \
  | jq -r '.models[] | "\(.name)\t\(.gpu_type)\t\(.min_replicas)-\(.max_replicas) replicas\t\(.cold_start_timeout)s cold start"' \
  | column -t | head -15

echo ""
echo "=== Build History ==="
curl -s "${BASE}/builds?limit=10" "${AUTH[@]}" \
  | jq -r '.builds[] | "\(.model_name)\t\(.build_id[0:8])\t\(.status)\t\(.duration_s // "N/A")s\t\(.created_at[0:19])"' \
  | column -t | head -15

Phase 2: Analysis

#!/bin/bash
TOKEN="${BANANA_API_KEY}"
BASE="https://api.banana.dev/v1"
AUTH=(-H "Authorization: Bearer ${TOKEN}" -H "Content-Type: application/json")

echo "=== Inference Call History ==="
curl -s "${BASE}/calls?limit=20" "${AUTH[@]}" \
  | jq -r '.calls[] | "\(.model_name)\t\(.call_id[0:8])\t\(.status)\t\(.duration_ms)ms\t\(.created_at[0:19])"' \
  | column -t | head -20

echo ""
echo "=== Call Status Summary ==="
curl -s "${BASE}/calls?limit=100" "${AUTH[@]}" \
  | jq -r '.calls | group_by(.status) | .[] | "\(.[0].status): \(length) calls"'

echo ""
echo "=== Latency Metrics ==="
curl -s "${BASE}/calls?limit=50" "${AUTH[@]}" \
  | jq '[.calls[] | select(.duration_ms != null) | .duration_ms] | if length > 0 then {avg_ms: (add/length | round), min_ms: min, max_ms: max, count: length} else {status: "no data"} end'

echo ""
echo "=== Scaling Events ==="
curl -s "${BASE}/scaling-events?limit=10" "${AUTH[@]}" \
  | jq -r '.events[]? | "\(.model_name)\t\(.from_replicas)->\(.to_replicas)\t\(.reason)\t\(.created_at[0:19])"' \
  | column -t | head -10

echo ""
echo "=== Failed Builds ==="
curl -s "${BASE}/builds?limit=20" "${AUTH[@]}" \
  | jq -r '.builds[] | select(.status == "failed") | "\(.model_name)\t\(.build_id[0:8])\t\(.error[0:60])\t\(.created_at[0:19])"' \
  | column -t | head -10

echo ""
echo "=== Resource Summary ==="
echo "Models: $(curl -s "${BASE}/models" "${AUTH[@]}" | jq '.models | length')"
echo "Active: $(curl -s "${BASE}/models" "${AUTH[@]}" | jq '[.models[] | select(.status == "active")] | length')"

Output Format

BANANA.DEV ANALYSIS
=====================
Model            GPU      Replicas   Status    Avg Latency  Calls (24h)
──────────────────────────────────────────────────────────────────────────
sd-inference     A100     1-3        active    1,250ms      340
whisper-large    T4       1-2        active    3,400ms      120
llm-server       A100     2-5        active    850ms        890

Models: 3 active | GPUs: A100(2) T4(1) | Builds: 5 (4 ok, 1 failed)
Calls (24h): 1,350 total (1,320 success, 30 failed)
Avg Latency: 1,833ms | Cold Starts: 12

Safety Rules

• Read-only: Only use GET endpoints against the Banana.dev API
• Never deploy, scale, or delete models without confirmation
• API keys: Never output API key or model key values
• Rate limits: Respect API rate limits to avoid throttling

Anti-Hallucination Rules

1. NEVER assume resource names — always discover via CLI/API in Phase 1 before referencing in Phase 2.
2. NEVER fabricate metric names or dimensions — verify against the service documentation or --help output.
3. NEVER mix CLI commands between service versions — confirm which version/API you are targeting.
4. ALWAYS use the discovery → verify → analyze chain — every resource referenced must have been discovered first.
5. ALWAYS handle empty results gracefully — an empty response is valid data, not an error to retry.

Counter-Rationalizations