> ## Documentation Index
> Fetch the complete documentation index at: https://docs.triform.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> Upcoming features and planned capabilities

This page outlines features we're actively building or planning. Timelines are estimates and may change.

## In Progress

### Monitoring & Observability

**Target:** Q1 2026

Core observability infrastructure for understanding system behavior:

* **Logs** — Structured runtime messages with contextual fields (Node, Project, Execution)
* **Traces** — Step-by-step paths with timing across Nodes
* **Metrics** — Quantitative indicators (counts, durations, error rates)

**How you'll use it:**

* Inspect Executions to see logs and trace waterfalls
* Drill from an erroring Node into its Action context
* Compare metrics across Deploys to validate improvements

**Current focus:**

* Consistent event schemas across Actions/Flows
* Lightweight log ingestion with contextual fields
* Trace propagation through Agent tool calls

> tip: Log with intent — Emit concise, structured logs that capture what happened and why.

***

## Planned

### Chat Client

**Target:** Q2 2026

A customizable, embeddable chat widget connecting end-users directly to your Triform Agents.

**Key features:**

* Single-line JavaScript integration
* Customizable styling and branding
* Rich media support (images, code, forms)
* Built-in rate limiting and content filtering
* Mobile SDKs (iOS, Android, React Native, Flutter)

**Use cases:** Customer support bots, product assistants, internal tools, e-commerce

***

### Alerts

**Target:** Q2 2026

Proactive notifications when critical conditions occur.

**Capabilities:**

* Define rules on logs, metrics, or evaluation scores
* Send to email, chat, and webhooks
* Group, dedupe, and throttle noisy signals
* Link alerts to remediation runbooks

**Example rules:**

* Error rate exceeds N% over M minutes
* Evaluation score falls below threshold for k runs
* Latency p95 exceeds T ms after deploy

***

### Persistent Storage

**Target:** Q3 2026

Managed storage for state that persists across executions.

**Use cases:**

* Session state for multi-turn conversations
* Caching expensive computations
* Storing user preferences
* Accumulating data across runs

***

### Evaluations

**Target:** Q3 2026

Automated quality assessment for AI outputs.

**Capabilities:**

* Define evaluation criteria and scoring rubrics
* Run evaluations on historical executions
* Track quality trends over time
* Set thresholds that trigger alerts

***

### Community Library

**Target:** Q4 2026

Shared repository of reusable components.

**Features:**

* Browse and search community contributions
* One-click import into your Projects
* Version management and updates
* Rating and review system

***

### Advanced Logging & Metrics

**Target:** Q4 2026

Extended observability capabilities.

**Logging:**

* Structured logging with log levels
* Advanced search and filtering
* Log streaming (real-time tail)
* External integrations (Datadog, Splunk, CloudWatch)

**Metrics:**

* Custom metric definitions (counters, gauges, histograms)
* Custom dashboards with drag-and-drop widgets
* Metric-based alerting
* External export (Prometheus, Graphite)

***

### Traces (Advanced)

**Target:** Q4 2026

Enhanced execution tracing and analysis.

**Capabilities:**

* Distributed tracing with span details
* LLM-specific tracing (prompts, tool calls, token usage)
* Cost attribution per span
* OpenTelemetry export (Jaeger, Zipkin)
* Flamegraph visualization

***

### Schedules (Enhanced)

**Target:** 2027

Advanced scheduling capabilities.

**Features:**

* Complex cron expressions
* Timezone-aware scheduling
* Schedule dependencies
* Pause and resume schedules
* Schedule versioning

***

## Get Notified

Want early access to any feature?

* **Discord:** [discord.gg/triform](https://discord.gg/triform) — Join #feature-requests
* **Email:** [product@triform.ai](mailto:product@triform.ai)

Your feedback shapes our priorities. Let us know what matters most to you!