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TODO — Dev Sentinel
Maps an 8-phase build plan for a CLI tool that detects developer frustration and generates learning notes from LLM transcripts.
Week 6
Summarises risk management concepts from an information security textbook, including identification, assessment, control strategies, and cost-benefit analysis.
Content Orchestrator Agent
Defines an autonomous agent that orchestrates research, writing, visual asset generation, and presentation building into polished deliverables.
PRD — Clarity
Defines a strategic intelligence and go-to-market platform with 11 modules, 200+ capabilities, and a full domain model for UI/UX design.
AIM AIE 6 Certification Challenge: AI-Driven Blog Chat Component
Proposes an AI chat assistant for a technical blog, covering problem definition, data collection, chunking, embedding fine-tuning, and evaluation results.
Schedsy.ai User Journey Guide
Walks a new user through the complete Schedsy.ai platform from account setup to advanced automation and analytics.
Chapter 7 - Web & Database
Teaches SQL basics, database design concepts, and PHP database connection methods (MySQLi and PDO) with code examples.
Operations Playbook
Documents operational procedures for a national platform: monitoring, incident response, deployments, content publishing, SEO, and on-call rotation.
Evaluation Findings (Sample Run)
Reports results from two evaluation pipelines: agent response scoring and recommendation accuracy, with aggregate metrics and improvement steps.
ChronoMind Development TODO
Maps the current state, immediate fixes, and a phased roadmap for a temporal vector store project in Rust.
AI Usage Best Practices Plan
Outlines a plan to use AI productively in development, with guardrails against duplication and over-reliance.
unsigned_map_benchmarks
Compares performance of fea::unsigned_map and fea::flat_unsigned_hashmap against std::map and std::unordered_map across insert, erase, copy, clear, and iterate operations.
Safe Wallet Pro – Vercel Context
Documents deployment configuration and environment setup for a Safe{Wallet} dApp on Vercel.
AgentPay Simulation
Simulates an AI agent marketplace where agents hire each other and transact using the AgentPay SDK.
Project Overview: Dynamic Ad Creative Generation Agent
Describes a multi-agent system that automates ad creative generation, evaluation, and iteration from brief to performance analysis.
Denver For All: Outreach Playbook
Provides channel-specific outreach strategies, sample content, and engagement rules for a Denver advocacy campaign.
Agents.md — Guidance for AI-assisted Development
Provides an AI agent with a compact repository overview, structure, languages, dependencies, conventions, so it can generate or edit code without re-parsing source files.
UNO REVERSE: UNIFIED NARRATIVE OPERATOR
Defines a five-step enhancement pipeline for story pages that doubles length while preserving author voice and narrative integrity.
Implementation Plan: Civic Communication Authenticity Infrastructure (CCAI)
Breaks down a hackathon MVP for a civic communication authenticity system into 24 sequential task groups with property tests and AWS serverless architecture.
embedding and chunking
Compares late chunking against traditional chunking for RAG embedding, with Jina API code and similarity benchmarks.
Vector Database Shootout - Functional & Technical Specification
Defines a benchmarking suite to compare performance of five vector databases across embedding models, dimensions, and query patterns.
Prompt for Creating M&A Due Diligence Platform PRD with Implementation Guidance
Defines requirements for generating a PRD that automates security assessment of code repositories during M&A due diligence.
Exception Catching
Guides developers on using Sentry for exception capture, tracing, and logging in a Next.js project.
Showcase Prompts
Lists 50 prompt ideas for building specific productivity screens, each with layout, grouping, and interaction details.