ctalladen78 / EV_BCWS_tutorial.md

Created March 3, 2026 00:07

In project management Earned Value Method (EVM), BCWS (Budgeted Cost of Work Scheduled)—also known as Planned Value (PV)—can be calculated for incomplete tasks, but it is often misunderstood or incorrectly calculated in project software. The inability to properly calculate or see a value for incomplete tasks usually stems from a misunderstanding of what BCWS represents, or it indicates a configuration error in the project schedule. Here is why you might not be getting expected BCWS results on incomplete tasks:

Definition Misunderstanding (BCWS is about Time, not Progress) BCWS defines how much of the budget should have been spent by a specific status date based on the original baseline. Plan Academy Plan Academy +1 It does not care if the work is actually done, only if it was scheduled to be done by that date.

ctalladen78 / mito_notebook.md

Created February 22, 2026 12:55

Mito Notebook agent

https://github.com/mito-ds/mito/blob/dev/agent.md

Mito

ctalladen78 / subagent_top_reqs.md

Last active February 3, 2026 21:27

blog.langchain.com/how-agents-can-use-filesystems-for-context-engineering

recursive subagent worker orchestration pattern

main orchestrator agent uses ralph wiggum loop technique to parse the prd.md file and decompose into steps and delegate todos steps to subagents
spawn isolated subagent with minimum necessary tools to complete a list of todo tasks
spawns subagents with access to skills
subagents use isolated venv temp files for work to avoid race condition
uses tmux to maintain session lifecycle

ctalladen78 / polars_agent.md

Created February 2, 2026 16:20

Polars is a high-performance DataFrame library in Python, similar to pandas but optimized for speed and memory efficiency. FireCrawl is a scalable web scraping framework, and subagents can collect data in parallel. Combining these allows you to quickly process and create temporary CSV files for intermediate storage. Below is a guide and complete Python example:

Step 1: Install Required Libraries

pip install polars firecrawl tempfile

ctalladen78 / sol_dexscreener.md

Created January 16, 2026 20:16

Integrating Helius Solana RPC with Dexscreener involves connecting Solana blockchain data (transactions, swaps, token metrics) to Dexscreener for real-time analytics, price tracking, and exchange monitoring. Dexscreener natively supports multiple chains such as Ethereum, BSC, and Solana via RPC endpoints.

Step 1: Understand Helius Solana RPC

Helius RPC provides enriched Solana data via endpoints such as:

Transaction streaming (confirmed and finalized)

ctalladen78 / agenticai_tam.md

Created November 25, 2025 20:57

The global Agentic AI market is projected to grow from USD 5.25–5.2 billion in 2024 to around USD 196–199 billion by 2034, at a CAGR of approximately 43.8–43.84%, with North America leading and Asia-Pacific showing the fastest growth.

Market Size and TAM

The global agentic AI market was valued at USD 5.2–5.25 billion in 2024 and is expected to reach USD 196.6–199.05 billion by 2034, reflecting explosive growth at a CAGR of about 43.8–43.84% from 2025 to 2034 [^1^] [^3^] . For enterprise-focused agentic AI, the market was estimated at USD 2.58 billion in 2024 and is projected to reach USD 24.5 billion by 2030, growing at a CAGR of 46.2% [^2^] . North America accounted for the largest regional market in 2024, with over 38–46% market share and U.S. revenue of USD 1.58–1.69 billion, driven by substantial investments, the presence of tech giants, and advanced infrastructure [^1^] [^3^]

ctalladen78 / agentic_design_patterns.md

Last active November 25, 2025 17:55

Antonio Gulli’s "Agentic Design Patterns" provides 21 structured patterns for building autonomous AI agents, combining practical frameworks, hands-on code, and multi-framework deployment guides for real-world applications [^1^] [^3^].

Overview

Antonio Gulli, a Senior Director and Distinguished Engineer at Google with over 30 years of experience in AI, Search, and Cloud technologies, authored "Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems". This 427-page guide offers a systematic approach to constructing intelligent, goal-oriented AI systems and emphasizes transitioning from raw AI capabilities to robust, reliable applications [^3^] [^5^]. The book defines agentic AI systems as autonomous entities capable of perceiving their environment, making informed decisions, and executing tasks without constant human supervision. It bridges the gap between language models’ raw capabilities and practical agent deployment for complex, multi-step problem-solving [^1^] [

ctalladen78 / blockchain-rwa.md

Last active September 5, 2025 14:12

Blockchain addresses challenges related to trust, transparency, provenance, and security by providing immutable, decentralized, and verifiable data records. This is particularly impactful in sectors where proving authenticity and tracking the lifecycle of physical assets is critical.

Real-World Assets (RWA) and Blockchain Tokenization of Assets: Physical assets such as real estate, commodities, artwork, intellectual property, and financial instruments are tokenized on blockchain networks. Tokenization converts ownership rights into digital tokens representing fractional or whole ownership, increasing liquidity and access to previously illiquid markets (

Digital Twins: Blockchain enables the creation of trusted digital twins — verifiable digital replicas of physical assets that track provenance, condition, and transaction history, which improve transparency and authenticity (

Smart Contracts Automation: Self-executing contracts automate compliance, ownership transfers, dividend distribution, and enforce

ctalladen78 / macos-bootcamp-win10.md

Created August 11, 2025 12:45

Requirements and Preparations Compatible Mac: Intel-based MacBook (Boot Camp does not support Apple Silicon Macs like M1 or M2 for native Windows installation). Windows 10 ISO: Download the 64-bit Windows 10 ISO file from Microsoft’s official website. USB Drive: For older Mac models, a USB flash drive (16 GB or larger) is needed to create the bootable Windows installer. Newer Macs often do not require a USB drive. Disk Space: At least 64 GB of free space recommended, although more is better, especially if you plan to install many programs or games. Backup: It’s highly recommended to back up your important Mac files before starting, using Time Machine or other backup solutions. macOS Updates: Make sure your macOS is fully updated before starting the installation to avoid compatibility issues.

ctalladen78 / wow-strategy.md

Last active August 27, 2025 18:15

🎯 Playing a positional, low hero cost strategy in Warcraft III means relying less on expensive hero combos and more on unit synergy, terrain advantage, and tactical finesse. Here's how elite players pull it off:

🧠 Core Principles

Single Hero Focus: Stick to one versatile hero (e.g. Archmage, Demon Hunter, Blademaster) to save gold and reduce upkeep.
Unit-Centric Play: Invest in cost-efficient units with strong micro potential (e.g. Footmen, Dryads, Raiders).
Map Awareness: Use terrain, choke points, and vision to outmaneuver opponents rather than brute force.

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