LLM Interpretability for Production Engineers: Debugging AI Behavior Beyond Logs in 2026
The Production Silent Crisis: HTTP 200 OK with Wrong Behavior Why Standard Logs Fail for Autonomous Agents Anthropic's…
19 min · Aug 7, 2026 Read this piece →Blog
Long-form takes on delivery, AI, and platform engineering — written so a CTO and a team lead can forward the same paragraph to their board.
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LLM Fine-Tuning Renaissance 2026: LoRA, QLoRA, and GRPO for Domain-Specific Production Agents
Master LLM fine-tuning in 2026. Learn LoRA vs QLoRA vs full fine-tuning, GRPO for reasoning agents, domain-specific SFT, and the…
21 min · Aug 6, 2026 Read this piece →
Vertical AI Agents: Domain-Specific Architecture for Healthcare, Legal, and Finance Autonomy in 2026
The Vertical Agent Advantage: Why Domain Beats General What Is a Vertical AI Agent? Vertical vs Horizontal: The Architecture and…
21 min · Aug 6, 2026 Read this piece →
Post-Training Engineering: RLHF, DPO, and Constitutional AI for Enterprise Model Alignment in 2026
The Post-Training Shift: From Academic Art to Industrial Discipline Understanding the Post-Training Pipeline Architecture The…
17 min · Aug 4, 2026 Read this piece →
OWASP Top 10 for Agentic AI (ASI01-ASI10): Implementation Guide for Enterprise Teams
The Hard Reality of Agentic Vulnerabilities What Is the OWASP Top 10 for Agentic AI (ASI01-ASI10)? The ASI01-ASI10 Taxonomy…
16 min · Aug 3, 2026 Read this piece →
Cursor Cloud Agents, /multitask, and Parallel Worktrees: Running 8 Agents Simultaneously in 2026
The Single-Agent Bottleneck Understanding Cursor's Agent Triad The /multitask Command Architecture Git Worktree Architecture:…
14 min · Aug 3, 2026 Read this piece →
Cursor Plan Mode + BugBot: The Developer Duo Eliminating Regressions Before Code Merges
The Dual Regression Crisis Understanding the Before-and-After Defense System Cursor Plan Mode Deep Dive (Shift+Tab in Composer)…
13 min · Aug 3, 2026 Read this piece →
Mastering CLAUDE.md, AGENTS.md, and SKILL.md: Anthropic's 7-Method Steering System for Claude Code
The Problem Nobody Talks About What Is the 7-Method Steering System? Method 1: CLAUDE.md — The Session Foundation Method 2: Rules…
23 min · Aug 2, 2026 Read this piece →
Spec-Driven Development in 2026 — AGENTS.md, Executable Specs, and Stopping Agentic Drift
In 2024, the software industry was introduced to the concept of "vibe coding." Powered by chat-based coding assistants, engineers…
25 min · Jul 22, 2026 Read this piece →
Deterministic Sensors Beat Better Prompts — CI Gates for Coding Agents That Actually Ship
For the past several years, the engineering community has attempted to control autonomous AI agents using prompt engineering. We…
6 min · Jul 22, 2026 Read this piece →
The Intelligent Monolith — Why Microservices Are Taxing Your AI Inference Budget (Node v26 Edition)
For the past decade, microservices have been the default architectural choice for scaling enterprise software systems. By…
22 min · Jul 22, 2026 Read this piece →
Search-as-Code — Why Static RAG Pipelines Lose to Programmatic Retrieval Orchestration
As autonomous AI agents transition from novelty tools to enterprise-grade operators, the mechanisms they use to acquire and…
22 min · Jul 22, 2026 Read this piece →