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3,471 products · 16,208 snapshots
Opencontroller by lyzr

Opencontroller by lyzr

Notable signal

Govern All your agents with a unified control plane

Launched 8h ago
Signal
60
Velocity
0

What this means

7.3×Growing 7.3× faster than the typical AI Agents launch.
Compared to 13 AI Agents launches at the same age.
32%Mid-tier finish likely.
Projecting attention of 95 by end of day-1.
+53%Launching in a 53% WoW growing category.
Software Engineering had 26 launches this week vs 17 last.
17Founder Conviction Index: 17 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
32%
today
Projected end-of-day votes
95range 71–128
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
7.3×
13 AI Agents launches

About

AI agents are sprawling across clouds, SaaS tools, Kubernetes, and devices, with no common layer to govern them. OpenController is the unified control plane that finds every agent, model, and workflow, ships them safely with evaluation and governance, runs real-time monitoring, and turns usage signals into action. Unlike registries that just list agents, OpenController deploys into your own cluster, under your keys and refuses a call in the request path when policy says no.

AI Summary

OpenController by lyzr provides a unified control plane for managing AI agents across various environments, ensuring governance and real-time monitoring. It deploys within user clusters, enforcing policies directly and enhancing operational oversight.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement6
Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.
125/8
Timeliness5%100
carried 7%
Novelty15%44
carried 20%
Trend20%41
carried 27%
Business15%10
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring13% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Shreyas Kapale
Shreyas Kapale
@shreyaskapale
rep 23
Jithin George
Jithin George
@jithin_george1
rep 23
Siva Surendira
Siva Surendira
@siva_surendira
rep 23
KHUSH PATEL
KHUSH PATEL
@khush1102
rep 23
Mohammed Faraaz Ahmed
@mohammed_faraaz_ahmed · hunter

Topics

Software EngineeringArtificial Intelligence