Blog
Notes from the field
Patterns, pitfalls, and lessons from integrating AI into real workloads.
2026-06-12 · 4 min read
SQLite vs Chroma for Agent Memory: What I Learned Building Hermes's Memory Layer
2026-06-11 · 4 min read
How Grammar-Constrained Decoding Killed My Agent Retry Loop
2026-06-09 · 3 min read
One vLLM Flag That Cut My Agent TTFT by 60%
2026-06-08 · 3 min read
Bigger Context Windows Are Making Your Agents Worse
2026-06-05 · 4 min read
How I Found the VRAM Bandwidth Cliff Running a 70B Model at Home
2026-06-04 · 2 min read
Stop Writing AGENTS.md Like It's a README
2026-06-03 · 2 min read
I Tried Grok Build for 45 Minutes. Here's My Honest Take.
2026-06-02 · 1 min read
My 3-Step Gemini CLI Workflow for PR Prep
2026-06-01 · 2 min read
The One Cursor Rule That Killed Half Our PR Review Comments
2026-05-29 · 2 min read
A Week With GitHub Copilot CLI: Three Honest Takes
2026-05-29 · 3 min read
DeepSeek V4-Pro Made the 75% Discount Permanent — The Inference Pricing Floor Just Moved
2026-05-28 · 4 min read
Google's Agent Executor: What "Durable Agents" Actually Means in Production
2026-05-27 · 4 min read
Why "Boring" Languages Like Go Are Winning the LLM Coding Era
2026-05-26 · 3 min read
OpenHack and the New Reality of AI-Powered Vulnerability Research
2026-05-26 · 3 min read
Google I/O 2026: Antigravity, Agentic Gemini, and the Web as Agent Substrate
2026-05-26 · 3 min read
OpenAI's Codex Grows Up: Goal Mode, Appshots, and the Quiet Shift Toward Persistent Agents
2026-05-25 · 3 min read
Anthropic's Project Glasswing: Claude Security Hits Public Beta
2026-05-25 · 3 min read
GitHub Copilot's June 1 Switch to Metered AI Credits: What Actually Changes
2026-05-25 · 3 min read
Gemini 3.5 Flash and Antigravity 2.0: Google's I/O 2026 Plays for the Agent-Building Stack
2026-05-24 · 2 min read
Google Antigravity 2.0 lands, and Gemini CLI gets a kill date
2026-05-24 · 1 min read · AI Integration
Why Your AI Pilot Probably Won't Ship — and How to Fix That
Most enterprise AI pilots stall before they reach production. The cause is rarely the model. Here is the integration playbook I use with clients.
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