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Thought Artisan
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Thought Artisan

I think, therefore I am; recording insights from daily life and technology.

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Latest from Thought Artisan

64 recent articles
Thought Artisan
Thought Artisan
Aug 24, 2026 · Artificial Intelligence

Four Fundamental Differences Between Human and AI Intelligence

This article outlines four core gaps between human and artificial intelligence: physical world modeling versus statistical text prediction, continuous learning versus catastrophic forgetting, neurochemical foundations versus silicon computation, and genuine intentionality versus reward maximization that creates alignment risks.

Continuous Learningalignment problemartificial intelligence
0 likes · 6 min read
Four Fundamental Differences Between Human and AI Intelligence
Thought Artisan
Thought Artisan
Aug 18, 2026 · Artificial Intelligence

LLM-Harness Coupling: How Model Differences Shape Code Agent Architecture

The article examines whether code agent frameworks (Harness) are tightly coupled to specific LLMs, analyzing differences in training alignment, attention mechanisms, safety guardrails, and chat format protocols that require model-specific adaptations, and explores architectural abstraction strategies using OpenCode as a reference.

Agent Framework DesignChat Format AlignmentHarness Architecture
0 likes · 8 min read
LLM-Harness Coupling: How Model Differences Shape Code Agent Architecture
Thought Artisan
Thought Artisan
Aug 16, 2026 · Artificial Intelligence

Designing Production-Grade AI Agents: Fault Tolerance, Recovery, and Idempotency Patterns

This article presents a systematic approach to building reliable AI agents by classifying faults into API, tool, context, and control-flow layers, detailing detection mechanisms like repeat-call fingerprints and watchdogs, and outlining recovery strategies including exponential backoff, model cascade degradation, tool-error virtualization, and idempotent pre-check-confirm patterns to prevent death spirals and ensure safe retries.

AI AgentsError RecoveryIdempotency
0 likes · 10 min read
Designing Production-Grade AI Agents: Fault Tolerance, Recovery, and Idempotency Patterns
Thought Artisan
Thought Artisan
Aug 15, 2026 · Artificial Intelligence

Six Core Principles for Building Reliable AI Agent Systems

This article outlines six key principle categories for designing effective AI agent systems: simplicity, transparency, tool interface design, harness constraints, context engineering, evaluation, and multi-agent collaboration, emphasizing iterative evolution and cost-aware decisions.

AI AgentsAgent Design PrinciplesContext Engineering
0 likes · 9 min read
Six Core Principles for Building Reliable AI Agent Systems
Thought Artisan
Thought Artisan
Aug 8, 2026 · Fundamentals

Why Software Architecture Is Hard: 8 Core Trade-offs from 'The Hard Parts'

This article reviews 'Software Architecture: The Hard Parts', highlighting eight key architectural challenges including trade-offs, data-architecture tensions, service granularity, database decomposition, distributed data access, contract design, code reuse, and error handling in distributed systems.

Error Handlingcontract designdatabase decomposition
0 likes · 7 min read
Why Software Architecture Is Hard: 8 Core Trade-offs from 'The Hard Parts'
Thought Artisan
Thought Artisan
Aug 1, 2026 · Artificial Intelligence

How Code Agents Locate Code: Tracing Claude's Search Loop

This article traces Claude Code agent interactions to reveal how natural language queries are converted into search commands via agentic tool-driven loops, highlighting the impact of tool configuration and LLM reasoning quality on code location accuracy.

AI-Assisted CodingClaude CodeCode Agent
0 likes · 5 min read
How Code Agents Locate Code: Tracing Claude's Search Loop
Thought Artisan
Thought Artisan
Aug 1, 2026 · Artificial Intelligence

Decoding AI Paper Math: Every Symbol Is a Compressed Sentence

This article explains the historical origins of mathematical symbols used in AI papers, provides a six-step method for reading formulas (type checking, outside-in parsing, bound variables, dimensional analysis, extreme values, code translation), and includes a symbol-to-code dictionary with case studies on Gaussian, attention, and chain rule.

AI papersAttention MechanismGaussian distribution
0 likes · 22 min read
Decoding AI Paper Math: Every Symbol Is a Compressed Sentence
Thought Artisan
Thought Artisan
Jul 30, 2026 · Artificial Intelligence

Trace Claude Code Agent LLM Interactions via mitmproxy Proxy

Learn to trace Claude Code agent interactions by setting up mitmproxy via cc-trace to intercept and inspect API requests and responses to Anthropic or DeepSeek, with step-by-step terminal commands and a web UI for viewing prompts, tool calls, and model outputs.

API tracingAnthropic APIClaude Code
0 likes · 5 min read
Trace Claude Code Agent LLM Interactions via mitmproxy Proxy