Alternatives to Pctx

Self-hosted, auditable memory engine for AI agents with pluggable state.

Open-source LLM observability and evals for building reliable agents

OpenTelemetry-native observability with AI SRE Agent0 for automated production insight.

Open-source tracing, evaluation, and prompt iteration for AI agents — self-host it on your own infrastructure with no per-span bill.

LangSmith is an AI agent observability platform for tracing, monitoring, and evaluating LLM apps and long-running agents.

Open-source LLM observability for tracing, evaluating, and optimizing AI agents.

AI observability and evals that turn agent traces into git-committed code fixes

Fiddler AI is an enterprise AI control plane for agent observability, guardrails, and governance across the agentic lifecycle.

Open-source AI evaluation and observability for LLMs, RAG, agents, and predictive ML models.

AI observability platform that turns offline evals into production guardrails for AI agents and RAG systems.

Open-source AI observability for agent tracing, LLM-as-a-judge evals, and coding agent cost tracking

Alice delivers AI red-teaming plus runtime guardrails for GenAI apps, agents, and frontier models.

Zenity secures enterprise AI agents at the decision point with AI observability, AI-SPM, and AI detection and response.

Agent observability that traces, replays, and debugs AI agent runs across 400+ LLMs and frameworks

Active observability for AI agents — trace, evaluate, and discover patterns.

AI agent observability that detects and auto-fixes silent failures in production.

Open-source agent observability that catches failures and helps fix them.

Shared structural memory for multi-agent coding: live code map, bi-temporal graph

Co-own, deploy, and monetize AI agents on-chain with Olas.

Credo AI is an enterprise AI governance platform for registering, risk-scoring, and governing agents, models, apps, and vendors.

AI observability and evaluation platform that turns offline evals into production guardrails.

Open-source OpenTelemetry observability for Python LLM apps

Enterprise LLM evaluation, observability, and red teaming in one platform.

Open-source, OpenTelemetry-native agent evaluation and tracing that finds where your agent fails.

Open source platform to debug, evaluate, monitor, and optimize AI agents and ML models.

Iris.ai builds an AI knowledge foundation that turns complex regulated enterprise data into auditable, explainable intelligence.

Unified agent workforce platform to build, operate, and govern enterprise AI agents at scale.

Open-source AI observability via whylogs and langkit for privacy-preserving logging and LLM monitoring

AI-native data security platform unifying DSPM, DLP, and agent governance to secure everything your AI can see and do

Open-source workspace to build, evaluate, and deploy AI agents through chat