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GILD Intelligence

AI observability tools

7 of the 88 AI products we track, each with the day we last checked it.

Read as a list

7products

  1. kcapAI Observability by KurrentUnscored until 20 sources from 15 authorsKurrent's shared memory for coding agents: sessions from Claude Code, Codex, Cursor and nine other agents, kept in one workspace to search, review and hand back to agents.Category: AI ObservabilityKurrentUpdated: Nov 4, 2026Practitioner sentiment: Unscored until 20 sources from 15 authors
  2. LangSmithAI Observability by LangChain+17 MixedTracing, evaluation, and deployment for LLM apps and agents.Category: AI ObservabilityLangChainUpdated: Nov 1, 2026Practitioner sentiment: +17 Mixed
  3. SeerAI Observability by Sentry+11 MixedSentry's AI debugging agent for production errors.Category: AI ObservabilitySentryUpdated: Nov 1, 2026Practitioner sentiment: +11 Mixed
  4. Datadog Agent ObservabilityAI Observability by Datadog+32 PositiveTracing, evaluation, and cost tracking for LLM apps and agents inside the Datadog platform, formerly LLM Observability.Category: AI ObservabilityDatadogUpdated: Oct 31, 2026Practitioner sentiment: +32 Positive
  5. ArizeAI Observability by Arize AI+26 PositiveTracing and evaluation for LLM apps and agents, managed in Arize AX or self-hosted with Phoenix.Category: AI ObservabilityArize AIUpdated: Oct 30, 2026Practitioner sentiment: +26 Positive
  6. BraintrustAI Observability by Braintrust+50 Strong positiveEvals and observability for AI features and agents.Category: AI ObservabilityBraintrustUpdated: Oct 30, 2026Practitioner sentiment: +50 Strong positive
  7. LangfuseAI Observability by ClickHouse+46 PositiveOpen-source tracing, evaluation, and prompt management for LLM apps and agents.Category: AI ObservabilityClickHouseUpdated: Oct 30, 2026Practitioner sentiment: +46 Positive

Where each product sits

Every product we track, placed by the stage of work it mainly serves. Building software with agents holds the most.

Agentic Software Development

1Plan

32Build

4Validate

0Ship

None yet

0Operate

None yet

AI Application Platform

11Model

6Build

3Data

5Evaluate

2Operate

AI Knowledge Work

8Assist

3Find

4Create

4Analyze

5Automate

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What each stage holds

Agentic Software Development

Plan
Work planning
Build
Codebase context, Coding, Agent runtime, Tool execution
Validate
Debugging, Testing, Code review, Application security
Ship
Source control, CI/CD
Operate
Observability

AI Application Platform

Model
Model APIs, Model gateway
Build
Orchestration, Tool use
Data
Retrieval
Evaluate
Evaluation
Operate
Observability, Cloud deployment, Guardrails

AI Knowledge Work

Assist
AI assistant
Find
Web research, Enterprise search
Create
Documents, Meeting notes
Analyze
Data analysis
Automate
Automation