AI agents fail silently in production. A prompt change breaks 20% of cases, PII leaks into logs, latency spikes go undetected. CortexOps fixes this — instrument any LangGraph or CrewAI agent in 3 lines, gate every deployment against a golden eval dataset, and auto-redact PII before it hits storage. Free: 5k traces/month. Pro: $49/mo. pip install cortexops
Hey PH! I'm Ashish — Senior AI Engineer at PayPal
by day, founder of CortexOps by night.
After years building LLM agents in fintech, I kept
hitting the same wall: agents fail silently in
production. A prompt change breaks 20% of cases,
nobody notices until a customer complains.
CortexOps fixes that. 3 lines of code instruments
any LangGraph or CrewAI agent. Every run is traced,
every deployment is gated against a golden dataset,
and PII is auto-redacted before it hits the logs.
Free tier is genuinely free — 5k traces/month,
no credit card.
Would love your honest feedback — what's missing
for your stack?
No comment highlights available yet. Please check back later!
About CortexOps on Product Hunt
“Datadog for AI agents — trace, eval, and monitor LLM apps”
CortexOps was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #446 on the daily leaderboard. AI agents fail silently in production. A prompt change breaks 20% of cases, PII leaks into logs, latency spikes go undetected. CortexOps fixes this — instrument any LangGraph or CrewAI agent in 3 lines, gate every deployment against a golden eval dataset, and auto-redact PII before it hits storage. Free: 5k traces/month. Pro: $49/mo. pip install cortexops
CortexOps was featured in Open Source (68.3k followers), Artificial Intelligence (466.2k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 117k products, making this a competitive space to launch in.
Who hunted CortexOps?
CortexOps was hunted by Ashish Verma. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how CortexOps stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Ashish Verma