Tag: #agentic-coding
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 7 posts
Code Becomes the Agents Execution Substrate: A Code-as-Harness View
This post reframes code not as an LLMs final artifact but as the execution harness through which an agent interacts with its environment. Centered on verification loops, tool calling, and execution feedback, it lays out
2026-06-25 · 19 min read #ai#agentic-coding#llm-agents#tool-calling#reactThe Complete Guide to Developers and the Next Ten Years of AI: How to Survive and Thrive in the Copilot/Cursor/Claude Era (2025)
How Copilot, Cursor, Claude Code, and Devin are changing daily development work. Three scenarios (optimistic, neutral, pessimistic) for how the job changes over the ten years from 2025 to 2035. How the junior role change
2026-04-15 · 15 min read #ai-future#copilot#cursor#claude-code#agentic-codingGemini 2.5 for Developers: A Practical Guide to Pro, Flash, and Flash-Lite
A practical guide to Gemini 2.5 as of April 12, 2026, covering how to choose Pro, Flash, or Flash-Lite, how reasoning changes workflow design, and what teams should actually ship in production.
2026-04-12 · 6 min read #google#gemini#gemini-2-5#coding#agentic-codingGitHub Copilot Coding Agent Practical Guide: Rolling Out the Cloud Background Agent Safely
A practical guide to the latest Copilot cloud agent workflow, with rollout advice for teams, the guardrails that matter, and how it compares with terminal-first tools like Claude Code.
2026-04-12 · 5 min read #github#copilot#coding-agent#cloud-agent#pull-requestGPT-5 for Developers: A Practical Guide to Agentic Coding, Tools, and Cost Control
A practical guide to GPT-5 for developers, covering what changed from earlier workflows, how to choose model sizes and controls, and how to ship agentic coding systems with better latency and cost discipline.
2026-04-12 · 7 min read #openai#gpt-5#coding#agentic-coding#tool-useClaude Code Team Workflows Guide: How to Run a Terminal-First Agent Safely
A practical guide to Claude Code’s terminal-first workflow, showing how teams should split settings, memory, subagents, and hooks, and how that differs from GitHub-hosted background agents.
2026-04-12 · 4 min read #anthropic#claude-code#terminal-ai#subagents#hooksClaude Code Complete Guide: Subagents, Hooks, Agent SDK — Everything About Agentic Coding
Anthropic Claude Code — an agentic coding tool that reads your codebase, edits files, and runs commands from the terminal. Complete guide to subagent parallelism, hook automation, Agent SDK for custom agents, and MCP ser
2026-03-22 · 23 min read #claude-code#anthropic#agentic-coding#agent-sdk#mcp