miteshashar
Joined 14 years ago
Joined 14 years ago
I have bundled majority of the automation into a client side IIFE. This led to a 18x cost-saving as shown below, though realistically I feel it must be around 10-12x.
A follow up to the demo demonstrates the advantage of being deterministic-first when building agentic systems. Post-demo: Claude code figured out how to batch the automation into a single run.
Following that, I made the batching a part of my own automation.
Token Consumption Report — 126 Imports (claude-sonnet-4-6)
─────── OVERALL ───────
Manual (4 txns) — 321 turns — $12.49
Batch (122 txns) — 441 turns — $20.44
Total (126 txns) — 762 turns — $32.93
─────── BATCH EFFICIENCY (per transaction) ───────
Turns Manual: 80.3 Batch: 3.6 → 22.2× cheaper
Input tokens Manual: 233 Batch: 11 → 22.0× cheaper
Output tokens Manual: 25,231 Batch: 1,093 → 23.1× cheaper
Cache read Manual: 5.05M Batch: 369K → 13.7× cheaper
Cache write Manual: 327K Batch: 10.8K → 30.3× cheaper
Cost per txn Manual: $3.12 Batch: $0.17 → 18.6× cheaper
Your post mentions that the opening is for Software Engineer - Integrations.
However, the careers website does not have an opening for the same.
The closest I can see with matching parameters is the opening for Data Engineer and I am wondering if the two are same.
How did we end up understanding as much as we understand until date about the human body(nature and life in general), psychology, philosophy, the universe, celestial bodies and so much more? That list just goes on.
I think questions rooting to curiosity of similar notes & flavours are the cause of all the science, maths, technology and all other such progressively expanding domains.
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