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Session 3 Working… Save as Power
Investigate the 500 errors on /api/users from the last hour
K
Reading filesrc/api/users.ts2s
Running commandaws logs filter...4s
Checking memory1s

Found root cause in getUserById() — null check missing for last_login field. Affects ~12% of users. Opening PR now.

✓PR #2847 — fix: handle null last_login
K
Reasoning3s
Message KAI…
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🛡
Security Audit
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Cost Analysis
✅
Code Quality
+ Add Power
Power Library
My PowersCommunity
🛡
Security AuditsecurityScan for vulnerabilities and misconfigurations
📊
Perf ReportanalysisAnalyze latency, throughput, and bottlenecks
📋
Dep UpdateopsCheck and update outdated dependencies
📖
Doc GeneratorgeneralAuto-generate docs from codebase
Skill Map
MapList
改善Ask KAI... EDPG GHAWSDD FigSB LinJiraNot SlkMCP

See

60+ integrations. Logs, metrics, traces, code, deploys, tickets — kAI sees your entire stack.

Act

Writes production code. Opens PRs. Runs tests. Ships fixes. From signal to solution in minutes.

Learn

Long-term memory. Every incident, every decision, every convention — never forgotten.

1.0

See the signal

Ask in Slack or the Command Center. kAI pulls logs, reads metrics, traces commits, and pinpoints root cause — in the same thread where you asked.

engineering-prod
SR
Sarah R. 10:12 AM

@kAI our checkout conversion dropped 15% since yesterday's deploy. Can you investigate?

k
kAI 10:12 AM

Investigating. Pulling Datadog metrics and application logs for the checkout flow...

k
kAI 10:14 AM
Found the issue. Yesterday's deploy introduced a race condition in the payment form.
File: src/checkout/PaymentForm.tsx
Commit: b7d4e22 by @mike
Submit button enables before Stripe.js finishes loading — ~15% of clicks silently fail.
k
kAI 10:16 AM
✓PR #3201 — fix: await Stripe.js before enabling submit
+8 / -2 · Tests passing · E2E verified

I also added a useStripeReady() hook to prevent future occurrences.

SR
Sarah R. 10:17 AM

incredible. approved and deploying.

1.1Ships code
1.2Investigates bugs
1.3Reviews PRs
1.4Monitors production
2.0

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Create
🛡
Security Auditsecurity
4 steps3 integrations
1. Scan endpoints
2. Check dependencies
3. Review IAM policies
4. Generate report
→
Run
Security AuditRunning...
✓ Scanning endpoints 8s
✓ Checking deps 4s
Reviewing IAM 12s
Generate report
→
Produce
Security Scorereport
92
Error Ratechart
Security 6
Quality 4
Ops 8
Analysis 3
General 3
2.1Create from chat
2.2Community marketplace
2.3Charts and reports
2.4Schedule and automate
3.0

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60+ integrations across Engineering, Design, Product, and General. Four skill branches, modular nodes. Enable what you need.

改善Ask KAI... EEngineering DDesign PProduct GGeneral 📚Memory GHAWSK8sDDTFSent FigSBFrm LinJiraNotAsnStr SlkOAIGglAnt
Engineering24
Design3
Product20
General4
GitHubAWSSlackDatadogLinearFigmaSentryVercelDockerKubernetesTerraformPostgreSQLRedisNotionJiraPagerDutyStripeAmplitudePostHogGrafanaGitHubAWSSlackDatadogLinearFigmaSentryVercelDockerKubernetesTerraformPostgreSQLRedisNotionJiraPagerDutyStripeAmplitudePostHogGrafana
3.1Engineering
3.2Design
3.3Product
3.4General
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Command CenterSkill Map
Quick Actions
🛡 Security Audit
📈 Cost Analysis
✅ Code Quality
Error Rate chart
PRs Shipped number
12
+3 vs last week
Recent Runs
Security Audit2m ago
Dep Update1h ago
Perf Reportnow
4.1Quick Actions
4.2Power Library
4.3Dashboard metrics
4.4Run monitoring
5.0

Remember everything

Long-term memory with hybrid vector + keyword search. Past incidents, architecture decisions, tribal knowledge — never forgotten, always retrieved.

ArchitecturePayment service uses Stripe webhooks with 30s timeout; checkout failures should check webhook handler first
Incident2025-12-03: RDS connection pool exhaustion caused by getUserById() — fixed by adding null checks and connection pooling
ConventionTeam prefers explicit error types over generic Error class; always use custom error hierarchy from src/errors/
ContextDeploying to us-east-1 ECS cluster; staging is us-west-2. Aurora Serverless v2 for both environments
5.1Auto-extraction
5.2Incident recall
5.3Customizable persona
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kAI
Sees your infra
No
✓
✓
Ships production PRs
✓
No
✓
Long-term memory
No
No
✓
Reusable workflows
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Alerts only
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Works from Slack
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Self-hosted
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Some
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