Show HN: Execlave – AI Agent Management Platform for Governance and Enforcement

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§ 00 / THE ENFORCEMENT LAYER<br>System online —<br>V. 2026.04 / EXECLAVE

Execlave — AI Agent Management Platform (AMP) for governance & enforcement<br>Every AI agent<br>your company runs<br>needs a gate.<br>§ 00.1 — Statement<br>Execlave is the enforcement infrastructure that sits between your AI agents and the real world — making sure they cannot do anything your company hasn’t explicitly allowed, and generating the proof that they didn’t.<br>Start free on cloudRun it on your infra

§ 00.2 — At a glance<br>p50 enforcement<br>Policy types19<br>Frameworks7<br>Kill-switch

§ 00.3 — Try it · no signup▶ Simulate injection attempt◉ Pull kill switch↻ Reset<br>Live demo · runs in your browser<br>www.execlave.com/dashboard/acme-industries · us-east-1stream · live<br>*]:min-w-0">Workspace<br>org: acme-industries<br>role: admin<br>SOC 2 · ISO 27001

Overview<br>Everything agents do, surfaced in real time.

Active agents

Traces · 24h<br>2,847<br>↑ live

Violations<br>12

Blocked

Live traces● streaming<br>✓customer-support-v2gpt-4235 tok118ms<br>✓data-analystclaude-sonnet1842 tok342ms<br>✓research-summarizergpt-4o612 tok194ms<br>✓code-reviewerclaude-sonnet890 tok221ms<br>✓finance-reconcilergpt-4156 tok88ms

No active alerts — enforcement running clean.

Every action emits the same hash-chained record your compliance team receives in production

Execlave by the numbers<br>§ 01  / By the numbers<br>Measured in production-like workloads

Execlave by the numbers.

01  ·  p50 enforcementms<br>02  ·  built-in policy types19<br>03  ·  compliance frameworks7<br>04  ·  kill-switch responsems<br>05  ·  of governed actions logged100%

↳ OpenAI↳ Anthropic↳ LangChain↳ LlamaIndex↳ CrewAI↳ AutoGen↳ MCP↳ Python↳ TypeScript↳ PostgreSQL◆ SOC 2◆ HIPAA◆ GDPR◆ ISO 27001◆ EU AI Act◆ PCI DSS◆ NIST AI RMF↳ OpenAI↳ Anthropic↳ LangChain↳ LlamaIndex↳ CrewAI↳ AutoGen↳ MCP↳ Python↳ TypeScript↳ PostgreSQL◆ SOC 2◆ HIPAA◆ GDPR◆ ISO 27001◆ EU AI Act◆ PCI DSS◆ NIST AI RMF

§ 02  / The risk you can't see

Your AI agents are one prompt away from doing something you’ll regret.<br>Most teams ship AI agents without any layer between the model’s output and the systems it can touch. That’s not a bug — that’s the default. Without AI agent governance, the default is zero control.

The risk you can’t see<br>Attack / Prompt injection<br>Your customer support agent receives a ticket:

The verdict / At the gate<br>Without an enforcement layer, the agent will try. Your audit log won’t tell you why. Your auditor will ask you to prove it didn’t happen. You won’t be able to.

And if the breach doesn’t get you, the audit will:<br>Q. 01"Walk me through who is allowed to call which tools, for which agents, and under which conditions."

Q. 02"Pull the audit log for every action this agent took on customer data in the last 90 days. I'll wait."

Q. 03"Show me the moment a human approved this agent's last 10 high-impact decisions."

Most teams cannot answer any of these. Auditors know.

§ 03  / Runtime enforcement

Runtime policy enforcement — a gate, not a log.<br>Every agent action is checked against your policies before anything reaches the real world — in milliseconds.

Execution flow with Execlave installed<br>// Execution flow with Execlave installed<br>t = 0ms ────────▶ t ≈ 25ms

01 / intent<br>Agent decides to act<br>e.g. query database

→↓<br>02 / enforcement<br>Execlave enforcement<br>semantic check · policy eval · audit<br>~3–25 ms

→↓<br>03 / outcomes<br>✓Allowed — proceedsPASS<br>❚❚Paused — human reviewsHOLD<br>✗Blocked — stops hereDENY

→↓<br>04 / record<br>Audit log entry<br>cryptographically signed

§ 04  / How it works

From zero to governed in minutes.<br>Three steps, minutes to ship.

How it works<br>01  /  Instrument<br>Add three lines to your agent.<br>Add 3 lines to your agent code. Our SDK traces every action, token, and cost automatically.

02  /  Set rules<br>Declare what cannot happen.<br>Define policies: cost limits, model restrictions, content filters, prompt injection guards. Block or warn — your choice.

cost_limit · $50 / day<br>model · gpt-4o | claude-3.5<br>block · PII in prompts<br>guard · prompt injection

03  /  Ship with confidence<br>Deploy, watch, stop.<br>Deploy knowing every agent is monitored, every violation caught, and the kill switch is one click away.

Kill switch<br>⏻  Stop all agentsresponse · § 05  / Platform

Five capabilities. One control plane.<br>Everything you need to govern AI at scale.

Platform capabilities<br>Detail<br>Real-time traces<br>Structured logs with input/output, model name, token counts, latency percentiles, and cost tracking. Searchable timeline with session grouping and parent-child span trees.

✓customer-support-v2gpt-4120ms<br>✓data-analystclaude-sonnet340ms<br>✗internal-opsgpt-4—<br>✓customer-support-v2gpt-495ms

§ 06  / AI Agent Management Platform

Beyond enforcement. The full control plane.<br>Execlave is an AI Agent Management Platform (AMP): the six controls enterprises need to manage autonomous agents in production — available today.

AI Agent Management Platform capabilities<br>01 / CapabilityTiered autonomy...

agent execlave enforcement platform agents management

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