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LeadSync

LeadSync:Let's keep software teams in sync.

Code Video Cerebral Valley

Core trick

Jira webhooks trigger agents that merge live tech-lead preference docs and repo history into paste-ready ticket prompts.

Tags

dev toolsagents

Description

LeadSync:Let's keep software teams in sync. AI code tools like Copilot generate code but ignore your team's architecture, standards, and context. Devs ping tech leads for every ticket, losing hours to repeated explanations scattered across Jira, GitHub, and Slack. Multi-agent system that injects team intelligence into workflows. Agents pull live tech lead preferences (editable Google Docs), repo history, and tickets to automate guidance. Ticket Enrichment: Jira webhook → agents enrich tickets with paste-ready prompts (context + rules). Daily Digest: Scans GitHub commits, groups by area, posts Slack summary. Slack Q&A: /leadsync TICKET-123 "Redis or Memcached?" → preference-aligned answer. PR Auto-Description: Enriches PRs with details + validation. Unique: Preferences update instantly via Google Docs. SQLite memory compounds context over time. Agents live in cloud, react to events proactively.
hongdnn/leadsync★ 01 forksPythonCreated Feb 27, 2026 · last push Feb 28, 2026

README excerpt

# LeadSync

**Your tech lead's judgment, available 24/7 — without the ping.**

LeadSync is an agentic context engine that bridges the gap between tech leads and developers. It turns sparse Jira tickets into paste-ready AI prompts, auto-documents pull requests, posts daily digests to Slack, and answers developer questions with the tech lead's actual opinions — not generic summaries.

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## The Problem

In fast-paced startup teams, developers waste cycles on incomplete tickets, context-switching to ask "how should I build this?", and writing PR descriptions nobody reads. Tech leads repeat themselves. Standups are manual. Onboarding new developers to team conventions is slow.

## How It Works

```
┌─────────────────────────────────────────────────────────────────────────┐
│                          TECH LEAD SETUP                                │
│                                                                         │
│  Google Docs (per category)                                             │
│  ┌──────────┐ ┌──────────┐ ┌──────────┐                                │
│  │ Backend  │ │ Frontend │ │ Database │                                 │
│  │ Rules &  │ │ Rules &  │ │ Rules &  │                                 │
│  │ Prefs    │ │ Prefs    │ │ Prefs    │                                 │
│  └────┬─────┘ └────┬─────┘ └────┬─────┘                                │
│       │             │            │                                      │
│       └──────┬──────┘────────────┘

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