In-depth technical writing on AI, ML, distributed systems, and modern engineering.
client_id as the fundamental unit, config-driven behavior, the DB schema for clients and agent_modes, and why the system prompt must be a ru…
Matters, proceedings, parties, hearings, work_logs, and billing_entries — with team_id isolation on every table, soft deletes everywhere, an…
Five roles (super_admin, admin, lawyer, staff, client), team isolation at the repository layer, feature gating via a capability matrix, and …
Start/stop timer with server-side drift correction, work log approval workflow (draft → pending_review → approved → applied), and the dedupl…
Billing entry → invoice pipeline with discount types (percentage, fixed, write-off), retainer deduction logic, and PDF generation.
Unified workspace for legal teams: all item types in one view, assignment workflow with team validation, cron-driven reminder dispatch, and …
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