Ata ul Hai

CS undergrad | AI/ML | Product-minded engineer | Shipping web apps, APIs & open-source in JS, Python, Rust

[Ata ul Hai @Ata_ulHai]

@truefoundry @polaris_code How Feature Flag Reaper runs on TrueForge:

- reaper core = deterministic MCP tools: inventory → trace → classify → plan → apply + test → PR
- The agent follows a Git-backed skill.
- open_pr pauses for human approval
- The agent's token cannot merge

#agentsthatact

[Ata ul Hai @Ata_ulHai]

Zombie feature flags: dead code nobody can prove is dead.

Our agent proves it: real Unleash + git → verdicts w/ evidence → sandbox-tested removals → PRs you approve. Asks on every unknown. Never merges.

Built on @truefoundry TrueForge @polaris_code #agentsthatact

[Ata ul Hai @Ata_ulHai]

@truefoundry @polaris_code Filed my first upstream bug too. 👇

While running the agent, the TrueForge harness crashed when a registered MCP server went down - an unhandled rejection in the reconnection path.

Isolated it, reported it: https://t.co/AODgum8rPx

#agentsthatact

[Ata ul Hai @Ata_ulHai]

@truefoundry @polaris_code Update: (#agentsthatact, built with @truefoundry):

Every cleanup goes through:
- real Unleash traffic signals
- ripgrep tracing with file:line evidence
- a classifier that never guesses
- pytest before any patch ships

Then it stops at the merge. By design.

[Ata ul Hai @Ata_ulHai]

The reaper's rule: act where safety is provable; stop where it isn't. Dynamically constructed flag keys get a human question in chat - it cannot proceed without an answer. And it can't merge: the token has no merge scope. Every action lands in an audit log. #agentsthatact

[Ata ul Hai @Ata_ulHai]

The reaper's rule: act where safety is provable; stop where it isn't. Dynamically constructed flag keys get a human question in chat - it cannot proceed without an answer. And it can't merge: the token has no merge scope. Every action lands in an audit log. #agentsthatact

[Ata ul Hai @Ata_ulHai]

@thegreatavp No more college exams bugs and shutdowns now!!

[Anant Vardhan Pandey @thegreatavp]

Faurus is live on Product Hunt, check it out!
https://t.co/BRVaicci42