agents · LLM
Agents
A family of vertical agents that materialise the «multi-agent systems» theme into concrete builds: equity research, LinkedIn writer, credit underwriting.
The three live together because they share the same internal infrastructure (orchestration, retrieval, eval) and are built as one body of practice, not as independent products.
— Equity research agent
Agent to accelerate thesis analysis, models and equity research reports. In active use on my desk: transcript reading, first-pass earnings updates, focused evidence retrieval.
Stack: LangGraph orchestration, custom retrieval over filings and transcripts, evals on proprietary datasets.
— LinkedIn writer agent
Agent to produce and sustain professional content cadence without friction. Inputs: raw notes, links, half-baked ideas. Outputs: drafts that respect voice, format and curated tone.
Stack: simple write/critique/revise pipeline, prompts iterated against my own corpus.
— Credit underwriting agent
Agent that assists credit underwriting decisions: document ingestion, policy cross-checking, recommendation drafts for human review.
Stack: structured extraction with validated schemas, recall over policy criteria, output with explicit reasoning.
Status
Active builds. Each agent tracks its own internal adoption metric; public versions ship when one crosses the "worth teaching" threshold.