Engineers leave. Their knowledge shouldn't.
Lem captures the "Why" behind every line of code by linking Slack discussions, Jira tasks, and Meeting transcripts directly to your GitHub commits. Save 10+ hours of senior dev time every week.
Fix auth bug: JWT expiry not refreshing on active sessions
Reported by Ibrahim K.
Assignee: Sara M.
🚀 auth-fix merged & shipped to prod
Authentication Guide & JWT Policy
Last edited by Ayesha N.
fix: correct JWT expiry calc
+38 −12
PR #84 by Mrgn
Fix auth bug: JWT expiry not refreshing on active sessions
Reported by Ibrahim K.
Assignee: Sara M.
🚀 auth-fix merged & shipped to prod
Authentication Guide & JWT Policy
Last edited by Ayesha N.
fix: correct JWT expiry calc
+38 −12
PR #84 by Mrgn
Implementation
made easier for AI agents
Stop manually digging through Slack and Jira. Lem's agent automatically synthesizes institutional knowledge into actionable implementation files, right where you code.
Global Installation
Initialize the Lem ecosystem on your machine. Our lightweight CLI handles all background synchronization without slowing down your environment.
npm install -g lemWorkspace Provisioning
Securely link your local dev environment to your organization's knowledge graph using your personal access token.
lem setupContext-Ready Branches
Lem detects your branch creation. By matching Jira keys, it instantly aggregates Slack threads, docs, and code history into an Implementation.md file for both Humans & AI agents.
git checkout -b feature/LEM-321The current middleware fails to trigger a refresh on tokens with < 5 minutes TTL. This was discussed by @Sara in Slack as a high-priority fix.
Branch "fix-login" does not match any active Jira Key pattern.
Commit "fix" (3 chars) is below the SOC2-required 10 character minimum.
SIG: a7b8c9d0-f1e2-3d4c-5b6a-7f8e9d0c1b2a
Compliance
by Design
Lem doesn't just help you code—it ensures you're protected. Our autonomous governance layer monitors every move, ensuring your organization stays audit-ready at all times.
Automated SOP Creation
Generate Standard Operating Procedures (SOPs) based on your team's actual development patterns and organizational history.
The SOP Guard
Intercepts non-compliant actions—like adding undocumented packages—and requests mandatory justification.
SOC2 & ISO Governance
Ensure every Pull Request and Commit message adheres to SOC2 traceability and ISO 27001 change management standards automatically.
Unified Sync
Five pillars. One core.
Every corner of your workflow, connected and indexed in real time.
Communication
Sync Slack threads into searchable decisions.
Meetings
Capture Google Meet transcripts and technical decisions.
Documentation
Index Confluence for architectural context.
Task Management
Deep-link Jira status and task history to code.
Version Control
Analyze GitHub to understand the 'Why' behind commits.
All syncing into Lem's knowledge graph
Connected to
your workflow
Lem plugs into the tools your team already uses — no migration, no friction. Full compliance visibility in 4 simple steps.
Sync your accounts
One-click OAuth integration for your entire engineering stack. No credentials stored.
Connect repos, boards & channels
Lem automatically maps your Jira boards to GitHub repos and Slack channels.
Start validating SOPs
Our autonomous agent begins enforcing your organisation's standards in real-time.
Check decision logs
Access the institutional memory of every architectural choice and code change.
Your proactive codebase enforcer.
Lem doesn't just observe — it intercepts, documents, and enforces engineering standards in real time.
The Dependency Guard
When package.json changes, Lem intercepts the PR and asks for the architectural "Why". No more mystery libraries.
[INFO] PR #247 detected: +1 new dependency
[LEM] lem: "Why was lodash added? Document rationale."
[ OK] Dev response linked → Decision captured ✓
The Decision Link
Lem matches Jira task IDs to branch names. It automatically attaches the relevant Slack thread to the code for future reference.
[INFO] Branch: feat/AUTH-221-sso-flow
[INFO] Linked: Jira AUTH-221 → Slack #dev-auth (3 threads)
[ OK] Context graph updated ✓
The Silent Witness
Lem joins your Google Meet calls. It identifies technical decisions in real-time and updates the project wiki automatically.
[INFO] Meeting: Weekly Architecture Review
[LEM] Decision detected: "Migrate auth to OIDC"
[ OK] Wiki updated → ADR-0058 created ✓
Use Case
The Senior-to-Junior Bridge
Stop waiting hours for tribal knowledge. LEM delivers it instantly.
Hey, why did we use a custom debounce here instead of lodash?
4 hours later — Senior dev is in meetings all day
Junior dev context-switches to another task. Momentum lost.
Why did we use a custom debounce here?
Sarah and Mike decided this in the Oct 12 Architecture Meeting to handle high-frequency IoT pings. Lodash's debounce didn't support the cancellation pattern needed.
Getting Started
Zero-to-Onboarded in Minutes
Three steps. No migration. Your team is productive on day one.
Connect Tools
One-click OAuth for Jira, Slack, Confluence, and GitHub. No complex setup.
The Meeting Bot
Invite Lem to your Google Meet. It listens, transcribes, and updates the wiki.
Knowledge Ingestion
Watch the progress bar as the AI reads your entire project history.
78% complete — Indexing GitHub commits...
The Exit-Proof Team
Never lose context when a developer leaves.
New hires can ask: "Why did we choose this DB in 2023?" and get the exact Slack conversation and meeting transcript. Reduce onboarding from weeks to 2 days.
Zero knowledge loss
Every decision is captured and indexed automatically.
2-day onboarding
Not weeks. New devs get answers, not more questions.
New hire asks Lem
Why did we choose Postgres over DynamoDB in 2023?
Based on the architecture review meeting on March 15, 2023 and Slack thread #backend-infra, the team chose Postgres for its JSONB support and existing team expertise.
Interactive Demo
Ask Lem
See how Lem surfaces the exact context your team needs.
Lem
Connected to 3 sources
Why are we using this specific 3rd party auth library?
ROI Calculator
Calculate your Knowledge Debt
See how much fragmented context is costing your engineering team.
Time spent searching for context, explaining legacy code, or in status meetings.
$24,981
$210,000
Reduces time-to-first-PR by 40%
The LEM Effect
Knowledge is trapped in Slack, Google Meet, and heads.
Knowledge is indexed, searchable, and permanent.
LEM pays for itself if it saves your team just 15 minutes a week.
Enterprise Ready
Your Code, Your Privacy.
Built from the ground up with security-first engineering principles.
SOC2 Compliant
Enterprise-grade security controls and audit trails.
Encryption at Rest
All data encrypted with AES-256 at rest and TLS 1.3 in transit.
No Training on Your Data
Your code and conversations are never used to train models.
Private VPC Deployments
Available on-prem and private cloud for enterprise clients.
Pricing
Simple, transparent pricing
Start free. Upgrade when your team is ready.
Free
For individuals and small projects
- Up to 3 team members
- 2 integrations
- 500 indexed documents
- 50 AI queries / day
- Community support
Pro
For growing engineering teams
- Up to 25 team members
- Unlimited integrations
- Unlimited AI queries
- Lem Protocol enforcement
- Priority support
Enterprise
For organizations at scale
- Unlimited everything
- SSO & SAML
- Private VPC deployment
- SLA guarantee
- Dedicated support
Ready to stop losing engineering knowledge?
Connect your repo and ask your first question today.