Software engineeringfirst party✓ source verified
Issue triage
Automated GitHub issue triage
Event-triggered autonomous analysis and labeling
Gemini CLIGitHub Actions
- Human control
- Review / override
- Code
- Not established
Gemini CLI documentation
ISEATINGTHEWORLDIdeas. Tools. People. What’s Next.
IETW KNOWLEDGE GRAPH · V1
What people are actually doing with AI.
Real implementations organized around the problem being solved. Every entry links back to its original or strongest available evidence.
20 verified implementations18 use casesOriginal evidence
COMPARE IMPLEMENTATIONS
Start with the human problem.
2 implementations
Code review
Review code changes with AI, from focused pull-request analysis to parallel specialist passes.
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2 implementations
Issue triage
Classify, investigate and propose next actions for incoming software issues.
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3 implementations
Invoice operations
Retrieve, create, process and approve invoices using agentic workflows with different integration strategies.
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2 implementations
Earnings analysis
Turn earnings releases, filings and transcripts into updated financial models and analyst work product.
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3 implementations
Marketing audits
Use AI to inspect lifecycle, analytics and paid-media systems and turn findings into actionable marketing work.
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20 results
Software engineeringfirst party✓ source verified
Code review
Automated pull-request review
Pull-request workflow
Gemini CLIGitHub Actions
- Code
- Not established
google-gemini/gemini-cli
Developer operationsvendor recipe✓ source verified
Scripted AI automation
Headless and scripted AI automation
Non-interactive script or CI invocation
Gemini CLI
- Code
- Not established
google-gemini/gemini-cli
Software engineeringcommunity✓ source verified
Bug investigation
Parallel bug investigation
Parallel resumable sub-agents
OpenAI Codexcodex-flow
- Code
- Available
Dmatut7/codex-flow
Software engineeringcommunity✓ source verified
Code review
Parallel pull-request review
Fan-out review passes followed by synthesis
OpenAI Codexcodex-flow
- Code
- Available
Dmatut7/codex-flow
Software engineeringcommunity✓ source verified
Issue triage
Parallel issue triage
Parallel classification, reproduction and action proposal
OpenAI Codexcodex-flow
- Code
- Available
Dmatut7/codex-flow
Software engineeringcommunity✓ source verified
Release validation
Release smoke checks
Agent-assisted release validation
OpenAI Codexcodex-flow
- Code
- Available
Dmatut7/codex-flow
Researchcommunity✓ source verified
Multi-agent research
Cross-backend deep-research workflow
Parallel and pipeline agent orchestration
OpenAI CodexGemini CLIcodex-dynamic-workflows
- Code
- Available
six-ddc/codex-dynamic-workflows
Finance / Accounts payablecommunity✓ source verified
Missing invoice collection
Missing-invoice retrieval and draft reply
Agent retrieval and draft creation
MCP-capable agentGmail
- Human control
- Required before sending
- Code
- Available
silly-geese/fetch
Finance / Accounts payablecommunity✓ source verified
Invoice processing
Invoice processing and approval
Conversational agent workflow
Claude CodeZapier MCPGmailSlackQuickBooksGoogle Sheets
- Human control
- Explicit approve / reject
- Code
- Available
codebasics/project-invoice-automation-zapier
Financecommunity✓ source verified
Invoicing
Browser-based invoice creation and delivery
Browser-control agent
Claude CodeClaude in ChromeAkauntingGmail
- Human control
- Confirmation before irreversible actions
- Code
- Available
az9713/akaunting-gmail-skills
Software engineeringcommunity✓ source verified
Software delivery automation
Project-to-deployment GitHub automation
Multiple autonomous agents plus deterministic quality gates
Claude CodeGitHub ActionsGitHub Projects
- Code
- Available
alirezarezvani/claude-code-github-workflow
Marketingcreator demo✓ source verified
Content repurposing
Transcript-to-LinkedIn and blog pipeline
Assisted content workflow
Claude CodeTellaApify
- Code
- Not established
Original YouTube demo
Agent engineeringcreator demo✓ source verified
Agent orchestration
Reusable agentic workflow patterns
Sequential, operator, split-and-merge, agent-team and headless patterns
Claude Code
- Code
- Not established
Original YouTube tutorial
Software engineeringfirst party✓ source verified
Agentic coding workflow
End-to-end agentic developer workflow
End-to-end developer workflow
Gemini CLI
- Code
- Not established
First-party YouTube demonstration
Finance / Equity researchfirst party✓ source verified
Financial model update
Update an equity research model after earnings
Pull new earnings and guidance, update estimates and valuation, then run model QC
ClaudeFactSetDaloopaExcel
- Human control
- Analyst review before distribution
- Code
- Available
Anthropic financial-services
Finance / Equity researchfirst party✓ source verified
Earnings review
End-to-end post-earnings research update
Read filings and transcript, update coverage model, run QC and draft the earnings note
ClaudeFactSetDaloopaExcel
- Human control
- Senior analyst sign-off required
- Code
- Available
Anthropic financial-services
Marketing / E-commercecommunity✓ source verified
Marketing account audit
DTC account audit from customer profile to client deck
Chain ICP research, Klaviyo audit and GA4 analysis into a client-ready audit deck
Claude CodeKlaviyoGoogle Analytics
- Human control
- Marketer reviews findings and recommendations
- Code
- Available
thatrebeccarae/claude-marketing
Marketing / Paid mediacommunity✓ source verified
Paid media audit
Cross-platform paid-media audit
Run parallel platform audits and merge results into a budget-weighted cross-platform assessment
Claude CodeGoogle AdsMeta AdsMicrosoft Ads
- Human control
- Marketer reviews optimization decisions
- Code
- Available
thatrebeccarae/claude-marketing
Marketing / Lifecyclecommunity✓ source verified
Email lifecycle audit
Klaviyo lifecycle-marketing audit
Review flows, segments, campaigns, deliverability and revenue attribution using account data
Claude CodeKlaviyo MCP
- Human control
- Marketer reviews recommendations
- Code
- Available
thatrebeccarae/claude-marketing