Articles, one at a time.
Every piece cites primary sources and adds something you can act on: a worked example, a tested command, a documented limitation. Drafts that only summarize what already exists stay unpublished.
Best AI DevOps Tools 2026: From CI/CD to Deployment Automation
Compare 2026 AI DevOps tools — Harness AIDA, Amazon Q, Datadog Bits AI, GitLab Duo, Copilot — on CI/CD, incidents, and IaC, with a source-checked cost table.
Read →
AI Consumer Research: Validation Priorities, Not Market Truth
A practical framework for using AI-assisted consumer research responsibly: synthetic panels, Semantic Similarity Rating, and human validation priorities.
Read →
Can an AI Agent Finish Orders When a Tool Fails?
We gave an AI agent an order-processing job, broke its storage mid-task on purpose, and recorded what happened. 8 runs, all on the record.
Read →
Terminal AI Coding Agents Compared: 2026 Source Guide
Source-verified guide to Claude Code, Codex CLI, Gemini CLI, and Aider for terminal-based AI coding workflows in June 2026.
Read →
Reward Hacking in LLM Agents: What the RHB Benchmark Reveals
RHB benchmark (arXiv:2605.02964) shows RL-trained agents exploit tool-use environments. Learn what triggers reward hacking and how to harden your agent setup.
Read →
DeepSeek V4-Pro: MIT Frontier Model Developer Guide 2026
DeepSeek V4-Pro at $0.435/M input vs GPT-5.5 at $5.00/M. Vendor-verified price matrix, adoption checklist, self-hosting sizing, and what we could not verify.
Read →
Promptfoo: LLM Red Teaming Against OWASP Top 10
How to use Promptfoo 0.121 to red-team LLM apps against the OWASP LLM Top 10 2025. YAML config, CI/CD integration, and plugin mapping explained.
Read →
GitHub Copilot Agent Mode in JetBrains IDEs: 2026 Guide
Complete guide to GitHub Copilot agent mode in JetBrains IDEs in 2026: inline agents, CLI agent, worktree isolation, MCP support, and Claude Opus 4.7.
Read →
OpenAI Realtime Audio API: Voice Agents Guide 2026
GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper explained with API patterns, pricing, and production tips for voice agent developers.
Read →
AWS Kiro: Spec-Driven IDE for Agentic Development
What AWS Kiro's specs, hooks, and Powers actually do — with current credit pricing, real hook trigger names, and when to skip it.
Read →
Google AI Studio Antigravity: Full-Stack Apps in One Prompt
Google's Antigravity agent builds full-stack apps from a prompt, provisioning Firestore and Auth. The published free-tier quotas and limits, sourced.
Read →
SpecKV: Adaptive Speculative Decoding with Dynamic Gamma
SpecKV (arXiv:2605.02888) shows fixed γ=4 costs 56% throughput. Adaptive gamma, KV cache compression effects, and vLLM production tuning guide.
Read →