Vibe Code Fearlessly
Like having a memory layer and a safety net around your AI sessions — across OpenClaw, Claude Code, Codex, and every machine you work from.
You do need to know whether your AI actually did what it said it would. Engrm catches mistakes, remembers what worked, and shows where the work drifted, stopped short, or needs a second look across OpenClaw, Claude Code, and Codex.
What changes with Engrm
Your AI forgets everything between sessions and devices. Engrm keeps one shared thread alive.
Without Engrm
- AI makes the same mistake every session
- You copy-paste the same context every time
- No idea if the code is secure or not
- Lost hours debugging a problem you already solved
- Each project starts from zero knowledge
- No safety net — you trust the AI blindly
With Engrm
- AI remembers and avoids past mistakes
- Shared memory follows you across sessions and devices
- Sentinel flags security issues before they're written
- Past solutions surface when similar errors appear
- Starter packs give your AI day-one expertise
- OpenClaw can pick up work that started in Claude or Codex
- You can compare what was promised with what actually shipped
Same product. Different vibe.
Use OpenClaw for broader day-to-day agent work, then switch to Claude or Codex for deeper implementation without losing the memory.
Start anywhere
Research in OpenClaw, outline in Claude, or jump straight into Codex. Engrm keeps the same context moving between them.
Remember what mattered
Lessons, fixes, and decisions stay attached to the work instead of vanishing with the chat window that produced them.
Review what really happened
When the task becomes code, Engrm adds Delivery Review and Sentinel so vibe coding keeps some receipts.
Start with experience
Packs are free. Shared memory is free too. Paid Engrm adds deeper review and stronger prevention on top.
Did the AI do what it said?
Helps Engrm compare the brief with what actually happened, so “looks done” work gets a second look before it becomes tomorrow’s bug.
Frontend mistakes that look fine at first
State bugs, effect misuse, and fragile UI logic that often slip past a “done” message and only show up later.
Catch risky code before it spreads
Secrets in code, unsafe auth flows, weak password handling, and other mistakes that vibe coding can stumble into fast.
Free gets shared memory, packs, and cross-device continuity. Paid Engrm turns those lessons into deeper session review, clearer startup briefs, and stronger prevention.
Your AI gets smarter, not just faster
Engrm turns your AI from a forgetful assistant into something you can actually trust and review.
Sentinel catches mistakes
Before your AI writes insecure code, Sentinel checks it against known best practices. MD5 for passwords? Blocked. eval() with user input? Blocked.
Shared memory at startup
Instead of starting cold, your AI gets a short brief on what was investigated, what worked, what shipped, and what still looks risky, even if that happened on another machine.
Keeps your secrets safe
Automatic secret scrubbing catches API keys, tokens, and passwords before they're stored. Your credentials never leave your machine.
Works across devices and agents
Started something in OpenClaw on your desktop? Pick it up in Claude Code or Codex on your laptop. The memory layer stays with the work.
"You've seen this before"
When you hit an error, Engrm checks if you've solved something similar. Your AI surfaces the fix from last week's session automatically.
See what really got delivered
Sessions and decisions are tied together so you can tell whether the AI actually shipped what it claimed, or whether it drifted.
Works with your favourite AI tool
Whichever AI tool you use, Engrm plugs right in and keeps the same shared memory alive.
Free to start. Safe to grow.
5,000 observations free with shared memory across 2 devices. Upgrade when you want Delivery Review, deeper briefs, and stronger protection.
Free
- 5,000 observations
- 2 devices
- Cloud sync
- 2 starter packs
Vibe
- 25,000 observations
- 3 devices
- Sentinel advisory
- 50 audits/day
Pro
- 100,000 observations
- 5 devices
- Sentinel advisory
- 200 audits/day
Team
- Unlimited observations
- Team namespace
- Sentinel blocking
- Unlimited audits