Posts by akashpersetti

@akashpersetti

Akash Hadagali Persetti

Shipping production agentic AI systems on AWS | LangGraph, FastAPI, Bedrock | MS...
Bloomington, IN, United States akashpersetti.com Joined July 2026
380 Points21 Badges3 Connections3 Followers6 Following

Comments by akashpersetti

Aug 5 Articles 8 min read
A migration agent spends real money and real minutes per run. It clones a repo, installs its deps, plans a file order, then rewrites files one at a time, running the target's test suite after each one. On a mid-sized repo that is a lot of Bedrock cal...
post-cover-23893
Aug 5 Articles 5 min read
Every time I added a benchmark suite to EvalBench, I used to touch the database. New suite, new columns, a migration, a change to the aggregation query, and usually a change to the frontend so it knew the new metric existed. By the third suite that p...
post-cover-24111
Aug 5 Articles 5 min read
TerraformAgent turns a plain-English infrastructure request into validated Terraform. Six nodes: an orchestrator plans the domains, a researcher pulls AWS docs, a set of domain subagents write code in parallel, an aggregator stitches it together, a r...
post-cover-23779
chevron_left

Latest Jobs

View all jobs →