Control AI agent efficiency.
Prismo installs once, finds wasted agent tokens, and keeps live guardrails synced in one workspace.
Works with your AI stack
Your coding agents areburning money silently.
- Agents reread the same files instead of carrying state forward
- Tool output floods sessions with logs, tests, and build noise
- No one knows which repos, teams, or sessions are inefficient
- Most dashboards show the damage after the tokens are gone
$2,847
avoidable agent spend
0
live guardrails running
Connect PrismoDev in three steps
Connect your repo once
Run PrismoDev locally and link the machine to your Prismo dashboard with an API key.
Sync agent efficiency
Safe aggregate metrics show wasted tokens, repeated reads, tool-output floods, and inefficient sessions.
Run live guardrails
Guard watches active sessions and helps prevent token waste before it becomes invisible spend.
Connect your repo once
Run PrismoDev locally and link the machine to your Prismo dashboard with an API key.
Connector keeps sessions synced
The background connector sends aggregate session metrics so the dashboard can show where tokens are wasted by repo, tool, and session.
Run live guardrails
Guard watches active sessions, recommends shield/context fixes, and syncs prevented-token events back to Prismo.
Control AI agent efficiency locally
PrismoDev connects once, keeps Claude Code, Codex, and Cursor workflows synced to the dashboard, and runs approved workspace repairs without code or prompt uploads.
npx -y getprismo@latest connect --token <key>View on GitHubAgent efficiency view
Token waste before it spreads
Agent tokens observed
1.94M
local logs
Efficiency risk
Medium
session waste
Live guard events
42
prevented
Local diagnostics, workspace memory.
PrismoDev finds the waste, the connector keeps telemetry fresh, and the Prismo workspace shows what changed across repos, tools, and sessions.
$ npx -y getprismo@latest connect --token <key> PrismoDev connectorStatus: online | Sync: every 60s | Events: 42Agent tokens observed: 1.94M Prevented live: ✓ tool-output flood 442k ✓ repeated file reads 118k ✓ generated artifacts 191k Workspace synced. No code uploaded.Engineering efficiency control
Prismo turns coding-agent usage into measurable, controllable engineering efficiency.
Agent Efficiency Dashboard
See efficiency by repo, tool, and session so engineering teams know where AI agents are helping and where they are wasting context.
Live Guardrails
The connector keeps guardrail activity synced, catches waste patterns, and reports prevented-token events back to the workspace.
Team & Repo Visibility
Track agent efficiency by repo, team, and session so leaders can spot where AI adoption is working and where it needs guardrails.
untracked agents|Optional Routing & Budgets
Keep API routing, spend attribution, and budget enforcement as supporting controls when teams also want provider-level optimization.
Comparison
Prismo vs the alternatives
Other tools observe API traffic. Prismo controls AI engineering efficiency.
Why teams choose Prismo
Efficiency control for AI coding agents
Prismo shows where agents waste context, which sessions are inefficient, and which guardrails turned into verified token and dollar savings.
Local-first setup with workspace memory
PrismoDev runs in the repo, keeps safe aggregate metrics synced, and gives paid teams saved workspace sessions without uploading code, prompts, stdout, or stderr.
Routing stays as a supporting control
Teams that also need API spend control can still use routing, budgets, and attribution without making that the core workflow.
Start controlling AI agent efficiency today
No credit card required. Cancel anytime.
Open-source CLI is free. Pro adds paid workspace sessions, verified savings, live controls, alerts, policies, and shared reporting.
Open-source PrismoDev CLI
Run doctor, guard, shield, and the background connector in your own repo for free. Upgrade when you want multiple saved sessions, verified savings, alerts, policies, and shared visibility.
For individual developers using PrismoDev locally.
- Open-source PrismoDev CLI
- Local doctor, guard, shield, and connector
- 7-day workspace snapshot
- Single active workspace session
- Community support
For solo developers and small teams that want session memory and verified savings.
- Everything in Free
- Multi-session workspace history
- Renameable session memory across repos
- Verified token and dollar savings reports
- Live control feed and repair queue
- Team and repo attribution
- Email support
For larger teams adopting AI agents across engineering.
- Everything in Pro
- Custom session retention and reporting
- Advanced alerts and policies
- SSO and audit logs
- Org-wide repo and team controls
- Dedicated onboarding and SLA
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