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2026

A Paper Roadmap for Understanding Surrogate Gradients
HiPPO: Recurrent Memory with Optimal Polynomial Projections — A Paper Commentary
The Legendre Transform: Intuition, Examples, and the Thermodynamic Connection
Mathematics for Computer Science (MCS) — Structure and Core Concepts
Textbooks Are All You Need — Improving Small Code LLMs with High-Quality Textbook Data
AgentsCAD: Automated Design for Manufacturing of FDM Parts — Multi-Agent LLM Reasoning and Geometric Feature Recognition
Best AI Agent Red Teaming Tools in 2026: Features, Limitations, and Adoption Considerations
AISBF — Operating an OpenAI-Compatible Router and Local CoderAI Workers
AutoGPT Platform Analysis: Agent Platform Architecture and a Practical Self-Hosting Guide
Claw Patrol: Design and Operational Perspectives on a Firewall for Agents
Cloudflare workerd Runtime Analysis: A Guide to the Server-Side JavaScript/Wasm Environment
DemoPSD: An Analysis of Disagreement-Modulated Policy Self-Distillation
EAGLE-360: Embodied Active Global-to-Local Exploration in 360° Environments
Firecrawl: A Web-Scale Data Collection Platform from an Infrastructure Perspective
Forge: Analyzing the Tool-Calling Reliability Layer for Self-Hosted LLMs
Gemini CLI: Analyzing Terminal Agent Workflows and Integration Strategies
Hermes Agent: Analyzing a Self-Learning AI Agent Framework for Practical Deployment
Overview of the LangChain Agent Engineering Stack
Five Recent Signals Across the AI Stack: Agents, Voice LLMs, EmbeddingGemma, Local sLLMs, and Qiskit Paulice
Automated Grading of Linux/Bash Exams with LLMs — Evaluating a Four-Level Cognitive Taxonomy
When LLM Personas Do and Do Not Support Visualization Design — A Cross-Model Study of Color Assignment and Chart Choice
Will Scaling Improve Social Simulation with LLMs?
Mamba-3: Improved Sequence Modeling Using State Space Principles — Key Ideas and Technical Implications
Mira — A Self-Hosted AI Code Reviewer: Overview, Deployment, and Operations
The NautilusTrader Engine: Analyzing Rust-Native Research-to-Execution Parity
Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation — Summary and Technical Commentary
Adoption and Ecosystem Health of Open-Source Multi-Agent Frameworks: A Longitudinal Analysis
Open WebUI: Technical and Product Analysis of a Local AI Interface and Self-Hosted Platform
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
prompts.chat Analysis: An Open-Source Prompt Library with Self-Hosting Options
Qdrant: Overview of a High-Performance Vector Search Engine
How Reasoning Effort Affects First-Try Reliability in Agentic Code Generation More Than Tool Access — An Observational-Study Summary
ReContext: Improving Long-Context Reasoning through Recursive Evidence Replay
The First Question After the Transformer: Are RNNs Really Finished?
Statey: A Shared Database Inside AI Chat, Based on MCP
trajeckt: A Sealed-Commitment Runtime Enforcement Gateway for Agents
uv: An Analysis of the Rust-Built, Extremely Fast Python Package and Project Manager
Valmis: Analysis of a Security-Centered AI Agent Platform

2025

CheatSheet as Operational Memory

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