# htek.dev — Agentic Development & DevOps Automation

> htek.dev is a technical blog and consulting practice by Hector Flores, focused on agentic development, GitHub Copilot workflows, and DevOps automation. Hector runs 50+ autonomous AI agents and writes about building governed, production-grade agent systems.

## Articles

- [Windows Agent Runtime — What Microsoft Gets Right About Agent Sandboxing](https://htek.dev/articles/windows-agent-runtime-what-microsoft-gets-right-agent-sandboxing): Microsoft's Windows Agent Runtime introduces OS-level sandboxing for AI agents. Here's what it gets right, how it compares to NVIDIA OpenShell, and what's still missing.
- [Frameworks Don't Execute Themselves](https://htek.dev/articles/frameworks-dont-execute-themselves): Every transformation framework tells you WHAT to do but provides zero enforcement. The solution isn't another framework — it's a harness.
- [The Definitive GitHub Actions Debugging Guide: 65+ Real Errors and How to Fix Them](https://htek.dev/articles/github-actions-debugging-guide): Every GitHub Actions error message, root cause, and fix in one place. From YAML gotchas to OIDC failures — the debugging reference you'll actually bookmark.
- [Platform Team Burnout Is Real — Here's How I Rescued Mine with AI](https://htek.dev/articles/platform-team-burnout-how-ai-rescued-mine): I built 10 interconnected frameworks across 60+ repos as a solo platform engineer. The backlog hit 500 issues. Then GitHub Copilot changed everything.
- [The Functional Options Pattern for AI Agent Composition](https://htek.dev/articles/functional-options-pattern-ai-agent-composition): The Go functional options pattern is a clean way to compose tools, guardrails, memory, and middleware into production-ready AI agents.
- [Per-Turn Evaluation: Dynamic Governance for AI Agents](https://htek.dev/articles/per-turn-evaluation-dynamic-governance-ai-agents): Per-turn evaluation gives AI agents dynamic governance by re-evaluating rules, tools, and context from live state instead of startup config.
- [What Is Harness as Code? The DevOps of AI Agents](https://htek.dev/articles/what-is-harness-as-code): Harness as Code applies Infrastructure as Code principles to AI agents: declarative governance, reproducible behavior, and auditable context.
- [Copilot Plugins: Building Domain-Expert AI Teammates](https://htek.dev/articles/copilot-plugins-domain-expert-ai-teammates): Build Copilot plugins with domain knowledge, MCP tools, and custom skills so Copilot acts like a specialist teammate, not just autocomplete.
- [Custom Copilot Agents: Building Domain-Expert AI Teammates with Skills, MCP Tools, and Custom Knowledge](https://htek.dev/articles/custom-copilot-agents-building-domain-expert-ai-teammates): Most teams stop at autocomplete. The real unlock is building custom Copilot agents that know your codebase, workflow, and tools.
- [Platform Engineering with GitHub: How to Build an Internal Developer Platform Using Copilot, IssueOps, and Golden-Path Starter Repos](https://htek.dev/articles/platform-engineering-github-internal-developer-platform): Stop building Backstage. Your IDP already exists — it's GitHub with Copilot extensions, IssueOps workflows, and golden-path starter repos.
- [Aspect-Oriented Programming for AI Agents: Hookflows as an Event Bus](https://htek.dev/articles/aspect-oriented-programming-ai-agents-hookflows): One tool call, multiple outcomes, zero extra tokens. How enforcement-triggered side effects bring AOP to autonomous AI agents.
- [GitHub Just Shipped What I Built 2 Months Ago — And That's a Good Thing](https://htek.dev/articles/github-copilot-remote-sessions-validates-mobile-first-agents): GitHub Copilot's new remote sessions let you control your agent from your phone. I built the same pattern with Telegram in April. Here's why mobile-first agents are inevitable.
- [GitOps for Everything: The *-as-Code Revolution That Changes How You Ship, Govern, and Scale](https://htek.dev/articles/gitops-for-everything-beyond-deployments): Infrastructure, identity, access, policy, docs, and now AI harnesses — everything worth governing belongs in Git. Here's why GitOps is the universal leverage multiplier.
- [Platform Engineering with GitHub: Build Your IDP with Copilot, IssueOps, and Golden-Path Repos](https://htek.dev/articles/platform-engineering-with-github): Stop building Backstage. GitHub IS the platform. Build your IDP with Copilot extensions, IssueOps workflows, hookflows, and golden-path starter repos.
- [The 7-Layer AI Governance Stack: How to Actually Control Autonomous Agents in Production](https://htek.dev/articles/7-layer-ai-governance-stack): Everyone's building AI agents. Nobody's governing them. Here's the governance stack from a 53-agent system running autonomously for 6 months.
- [AI Harnesses: Why DevOps Principles Are the Missing Piece in Agentic Development](https://htek.dev/articles/ai-harnesses-devops-principles-agentic-development): DevOps gave humans CI/CD, IaC, and observability to govern software delivery. AI harnesses give agents the same — and they matter more than model choice.
- [GitHub's New Billing Model Changes Everything About Agentic Development](https://htek.dev/articles/github-copilot-billing-harness-engineering-cost-control): Usage-based billing means long agentic sessions now cost real money. Harness engineering — hooks, delegated agents, and model routing — is how you control it.
- [53 Agents, Zero Chaos: The Multi-Agent Orchestration Patterns That Actually Work in Production](https://htek.dev/articles/53-agents-zero-chaos-multi-agent-orchestration-patterns): Every multi-agent demo shows 3 chatbots in a loop. Here's what happens when you build a 53-agent system that runs a real family's life for 6 months.
- [53 Agents, Zero Chaos: The Multi-Agent Orchestration Patterns That Actually Work in Production](https://htek.dev/articles/53-agents-zero-chaos-multi-agent-orchestration): Everyone demos 3 chatbots in a loop. Here's what orchestrating 53 production AI agents actually looks like after 6 months of daily use.
- [All Agent Harnesses: The Live Comparison](https://htek.dev/articles/all-agent-harnesses-live-comparison): Every AI agent harness compared head-to-head — features, pros, cons, and classification. A living resource, updated continuously.
- [The Three Layers Your AI Agent Is Missing](https://htek.dev/articles/three-layers-your-ai-agent-is-missing): Most AI agents run on prompts and prayers. Production systems need three architectural layers — skills, extensions, and hooks — working together.
- [Your Phone as an AI Tool: The MCP Pattern That Changes Everything](https://htek.dev/articles/your-phone-as-ai-tool-mcp-pattern): 18 tools, one open protocol, and your Android phone becomes an AI-accessible device. Here's the MCP pattern — and where to get the full implementation.
- [Agent Skills: Microsoft Just Shipped What You've Been Building](https://htek.dev/articles/agent-skills-microsoft-just-shipped-what-youve-been-building): Visual Studio just productized the skills pattern. Here's how I've been running 71 skills across 50 agents since before Microsoft shipped it.
- [What Is Context Engineering? A Practical Guide from Building 50 Production AI Agents](https://htek.dev/articles/what-is-context-engineering-practical-guide-50-agents): Context engineering is the discipline of designing what AI agents see, remember, and act on. Here's what I learned building a 50-agent, 71-skill platform.
- [Why Your AI Agents Keep Forgetting Everything (And the Fix)](https://htek.dev/articles/why-your-ai-agents-keep-forgetting-everything): AI agents that lose context between sessions are the #1 failure mode. Here's a preview of the 4-tier memory system I use across 43 production agents.
- [Stop Trusting AI Agents with Git — Start Governing Them](https://htek.dev/articles/hookflows-governed-git-for-ai-agents): AI agents make silent git mistakes that compound into real damage. Here's the pattern I use to block raw git and replace it with governed tools.
- [I Turned My Android Phone Into an MCP Server — Now My AI Can Text People](https://htek.dev/articles/phone-mcp-server-android-ai-assistant): A Node.js MCP server running on Android via Termux that gives GitHub Copilot CLI control over SMS, contacts, flashlight, camera, and 14 more phone features.
- [Two Client Sites in 3 Days: Agentive Context Engineering in Action](https://htek.dev/articles/two-client-sites-three-days-agentive-context-engineering): How I shipped two production websites simultaneously using agentive context engineering, custom AI agents, and structured workflows.
- [Code Is No Longer the Asset. Workflows Are the New Commodity.](https://htek.dev/articles/workflows-are-the-new-commodity): Why agentic developers who ship fast aren't cutting corners — they've mastered context engineering and process. Here's how to evaluate (and become) one.
- [The 3 Pillars of Agentic DevOps: From Zero to Hero](https://htek.dev/articles/three-pillars-agentic-devops-zero-to-hero): Agentic DevOps isn't one tool — it's three continuous feedback loops. Here are the 3 pillars that take you from beginner to fully autonomous.
- [CI/CD/...CAI? Continuous AI and the Evolution of DevOps in the Agentic Era](https://htek.dev/articles/agentic-development-in-devops-complete-guide): Continuous AI is the new branch of DevOps. From CI/CD to agentic workflows — how the entire discipline is evolving and why DevOps engineers need to act now.
- [The Agentic Development Maturity Curve: Why Experts Return to Simplicity](https://htek.dev/articles/agentic-development-maturity-curve): Agentic development follows an inverted-U complexity curve. Here's why mastery looks like simplicity — and how to skip the pain of the middle.
- [I Taught My AI Agent to Restart Itself](https://htek.dev/articles/copilot-cli-self-restart-extension): A Copilot CLI extension that lets agents programmatically kill and respawn their own session — and the Windows process tree trap I had to solve to make it work.
- [Agent Mesh: How I Made My Copilot CLI Sessions Talk to Each Other](https://htek.dev/articles/agent-mesh-cross-session-communication-copilot-cli): A single-file extension that gives GitHub Copilot CLI sessions cross-session communication via SQLite IPC. Zero dependencies, zero config.
- [I Automated Work-Life Calendar Sync With Two AI Agents That Talk to Each Other](https://htek.dev/articles/work-life-calendar-sync-agent-mesh): Personal Google Calendar events now auto-sync as Out of Office blocks on my work Outlook — powered by two Copilot CLI agents communicating across an agent mesh.
- [Auto-Maintaining Reference Pages with GitHub Copilot CLI](https://htek.dev/articles/auto-maintaining-reference-pages-copilot-cli): How I use GitHub Copilot's SWE agent to spin up curated reference sites on GitHub Pages and keep them automatically updated.
- [I Repurposed a Coding Agent as a Life Assistant. Then My Twins Came 10 Weeks Early.](https://htek.dev/articles/coding-agent-as-life-assistant-nicu): When my premature twins hit the NICU, a repurposed coding agent kept my family running. Here are the six patterns that held.
- [I Open-Sourced the AI That Runs My Household](https://htek.dev/articles/copilot-home-assistant-ai-runs-my-household): 17 agents, 16 extensions, 15 cron jobs — one family. Here's the Copilot Home Assistant that manages our entire life via Telegram.
- [Your AI Terminal, In Your Pocket: Connect GitHub Copilot CLI to Telegram](https://htek.dev/articles/copilot-cli-telegram-bridge-mobile-ai-terminal): Build a Telegram bridge for GitHub Copilot CLI — bidirectional messaging, photo support, voice transcription, and cron-scheduled agents from your phone.
- [Safe OpenClaw, Part Two: Cron Jobs, IaC, and the OpenShell Sandbox](https://htek.dev/articles/safe-openclaw-cron-iac-openshell): From a Telegram bridge to cron scheduling, Terraform on AWS, and NVIDIA OpenShell sandboxing — how Safe OpenClaw grew into a multi-layer platform.
- [Who Needs OpenClaw When You Have GitHub Copilot CLI Extensions?](https://htek.dev/articles/who-needs-openclaw-copilot-cli-extensions): I built a Telegram bridge to GitHub Copilot CLI in one file. ~420 lines. No gateway, no daemon, no framework. Here's how the extension SDK makes full agent frameworks feel like overkill — and what happens when you add NVIDIA OpenShell to the mix.
- [I Built a CI Monitor That Let Me Walk Away From My Terminal](https://htek.dev/articles/ci-monitor-extension-agent-ci-feedback-loop): A Copilot CLI extension that closes the loop between agent sessions and CI/CD pipelines. Say what you want, walk away, get notified when it's done.
- [Copilot CLI Extensions Cookbook: 16 Production-Ready Examples You Can Copy Today](https://htek.dev/articles/copilot-cli-extensions-cookbook-examples): From security shields to CI status checkers — complete, working Copilot CLI extension examples organized by category. Copy, paste, reload, done.
- [Research → Plan → Implement — The Anti-Vibe-Coding Workflow](https://htek.dev/articles/research-plan-implement-anti-vibe-coding-workflow): Dex Horthy coined the RPI framework to beat hallucinated AI code. Here's how Research, Plan, and Implement phases — with human review gates — transform how you build with AI agents.
- [az prototype — Scaffold Enterprise Azure Solutions with Copilot](https://htek.dev/articles/az-prototype-scaffold-enterprise-azure-with-copilot): az prototype is a new Azure CLI extension that uses a 12-agent AI team to take you from idea to deployed Azure infrastructure in four commands. Here's what it can do and why enterprise teams should pay attention.
- [Claude Code Channels — Anthropic Just Made AI Agents Event-Driven](https://htek.dev/articles/claude-code-channels-anthropic-event-driven-ai-agents): Anthropic's new Channels feature turns Claude Code into a persistent, event-reactive agent you can control from Telegram or Discord. Here's what changed and why it matters.
- [Copilot CLI --remote: Access Your Agent From Anywhere](https://htek.dev/articles/copilot-cli-remote-access-your-agent-from-anywhere): Copilot CLI 1.0 ships a game-changing remote access model. Your agent now lives across devices, browsers, and SSH sessions — not just your local terminal.
- [Copilot Coding Agent Gets 50% Faster + Full Session Visibility](https://htek.dev/articles/copilot-coding-agent-50-percent-faster-session-visibility): GitHub shipped two critical upgrades to the Copilot coding agent: 50% faster startup and full session traceability. Here's why both matter for agentic workflows.
- [GitHub Spec-Kit: Turn English Into Production-Ready Specs](https://htek.dev/articles/github-spec-kit-english-to-production-specs): GitHub's open-source Spec-Kit turns plain English feature descriptions into structured, living specifications that AI agents can execute. Here's why it matters for how teams build software.
- [Karpathy Hasn't Written Code Since December — He Just Directs AI Agents Now](https://htek.dev/articles/karpathy-directs-ai-agents-december-shift): Andrej Karpathy hasn't typed a line of code since December 2025. He now runs 10–20 AI agents in parallel. Here's what that means for the rest of us.
- [Your Agentic Platform Choice Is Invisible Risk — Until It's Too Late](https://htek.dev/articles/leadership-direction-adopting-agentic-platforms): Gartner predicts 40% of agentic AI projects will be cancelled by 2027. A leadership playbook for choosing the right platform and avoiding the trap.
- [The Hidden Complexity of Multi-Service Deployments (And How AI Agents Are Fixing It)](https://htek.dev/articles/multi-service-deployments): Deploying microservices looks simple until three services fail in sequence. Here's how AI agents are finally making coordinated deployments manageable.
- [NVIDIA OpenShell — The Sandbox Your AI Agents Should Be Running In](https://htek.dev/articles/nvidia-openshell-sandbox-ai-agents): NVIDIA open-sourced OpenShell at GTC 2026 — a policy-driven sandbox for AI agents. I contributed the Copilot CLI provider. Here's what I learned.
- [Git Worktree: The Infrastructure That Unlocks Agentic Development](https://htek.dev/articles/git-worktree-unlocks-agentic-development): Git worktree went from obscure to essential overnight. Here's why every developer using AI agents needs it — and how to set it up.
- [NVIDIA OpenShell and the Rise of Agent Sandboxes in Agentic DevOps](https://htek.dev/articles/sandboxes-missing-infrastructure-layer-agentic-devops): NVIDIA's OpenShell is the first policy-driven sandbox for AI agents — and why sandboxes are the missing Layer 0 of every agentic DevOps stack.
- [GitHub Copilot CLI Extensions: The Complete Guide](https://htek.dev/articles/github-copilot-cli-extensions-complete-guide): Create custom tools, intercept agent actions, register slash commands, and customize system prompts — the complete guide to Copilot CLI extensions.
- [GitHub Copilot vs. The World: Why the AI Coding War Is Already Over](https://htek.dev/articles/github-copilot-vs-the-world): A heated, research-backed breakdown of why GitHub Copilot has already won the AI coding tool war against Claude Code, Cursor, and Windsurf.
- [Stop Pulling Your Agentic Unicorns Off the Field](https://htek.dev/articles/stop-pulling-your-agentic-unicorns-off-the-field): Your AI power users deliver 2-6x more output. Pulling them off to train reluctant adopters is the costliest mistake in engineering leadership today.
- [I Let an AI Agent Write 275 Tests. Here's What It Was Actually Optimizing For.](https://htek.dev/articles/vibe-testing-when-ai-agents-goodhart-your-test-suite): My AI agent wrote 275 tests and I celebrated. Then an audit found 6 integrity failures. Welcome to vibe testing — Goodhart's Law eating your test suite alive.
- [Specs = Tests: Why Spec-Driven Terraform Starts With Tests, Not Documents](https://htek.dev/articles/specs-equal-tests-terraform-ai-development): Everyone says start with specs. I say specs ARE tests. Here's why Terraform IaC with AI agents needs test-first thinking, not more documents.
- [Agentic-Ops: A Workflow Framework That Brings DevOps to Your AI Agent](https://htek.dev/articles/agentic-ops-workflow-framework-for-ai-agents): Stop blaming AI for messy code. The problem isn't agent velocity — it's that you haven't built the guardrails to match it.
- [Agent Hooks: The Secret to Controlling AI Agents in Your Codebase](https://htek.dev/articles/agent-hooks-controlling-ai-codebase): Instructions alone aren't enforcement. Here's how I built a hook-based system to make AI agents respect layer boundaries, mock policies, and architecture rules—before code ever hits CI/CD.
- [Agentic DevOps: Building Agent-Proof Architecture That Lets You Sleep at Night](https://htek.dev/articles/agent-proof-architecture-agentic-devops): The agentic AI conversation starts in DevOps. Here's how I built layered enforcement that makes agents structurally incapable of shipping untested code.
- [How Agentic AI Is Transforming Development Teams](https://htek.dev/articles/agentic-ai-transforming-dev-teams): Development used to be the bottleneck. Now features are easy. The new constraint? Figuring out what to build — and developers are becoming product owners.
- [I Made AI Audit My Entire Codebase for Testability](https://htek.dev/articles/ai-audit-codebase-testability): GitHub Copilot discovered architectural violations I'd been blind to for months. Here's how an AI audit transformed fuzzy test boundaries into a crystal-clear layered architecture.
- [Building Cryptographic Approval Gates for AI Agents](https://htek.dev/articles/cryptographic-approval-gates-ai-agents): How I used digital signatures and Copilot hooks to force AI agents to get human approval before writing code — and why instructions alone will never be enough.
- [The Complete Guide to GitHub Copilot in Visual Studio: Every Feature, Every Shortcut, Every Pattern](https://htek.dev/articles/github-copilot-visual-studio-guide): From inline completions to agent mode and MCP servers — a hands-on guide to every Copilot feature in Visual Studio with real workflow patterns.
- [GitHub Copilot Plan Mode vs Custom AI Agents: A Surprising Discovery](https://htek.dev/articles/plan-mode-vs-custom-agents-discovery): I built a custom article-writing agent, then discovered GitHub Copilot's plan mode was already better. Sometimes the best engineering decision is knowing what NOT to build.
- [Test Enforcement Architecture for AI Agents: When You Make the AI Build Its Own Guardrails](https://htek.dev/articles/test-enforcement-architecture-ai-agents): I built test coverage enforcement that blocks AI agents from shipping untested code. Then watched the architecture catch an invalid import on the first try.
- [Tests Are Everything in Agentic AI: Building DevOps Guardrails for AI-Powered Development](https://htek.dev/articles/tests-are-everything-agentic-ai): Without comprehensive test coverage, agentic AI will fail. Here's how to build DevOps guardrails that prevent AI from shipping broken code.
- [How I Turned an AI Skeptic and a 13-Year-Old Into Believers](https://htek.dev/articles/turning-ai-skeptics-into-believers): Two conversion stories that prove AI literacy isn't about technical skills—it's about showing people the right use case.
- [Self-Healing Infrastructure with Agentic AI: From Monitoring to Autonomous Resolution](https://htek.dev/articles/self-healing-infrastructure-with-agentic-ai): How GitHub Copilot and Claude Code with Azure MCP server are enabling self-healing DevOps environments that detect and fix issues autonomously.
- [Agent Harnesses: Why 2026 Isn't About More Agents — It's About Controlling Them](https://htek.dev/articles/agent-harnesses-controlling-ai-agents-2026): Enterprises average 12 AI agents with only 27% connected. The real engineering challenge isn't building agents — it's the harness that governs them.
- [Agentic DevOps: The Next Evolution of Shift Left](https://htek.dev/articles/agentic-devops-next-evolution-of-shift-left): DevOps protected teams from velocity. Agentic AI creates velocity so extreme we need DevOps designed for agents, not humans.
- [GitHub Agentic Workflows: A Hands-On Guide to AI-Powered CI/CD](https://htek.dev/articles/github-agentic-workflows-hands-on-guide): I wrote GitHub automation in Markdown instead of YAML. Here's what I learned building 4 AI-powered workflows in 30 minutes.
- [The GitHub Copilot SDK: Agents for Every App](https://htek.dev/articles/github-copilot-sdk-agents-for-every-app): GitHub's Copilot SDK lets you embed production-grade AI agents in any app with a few lines of code. Here's how it works, with real examples.
- [Top 5 Mistakes When Creating Custom Agents for GitHub Copilot](https://htek.dev/articles/top-5-mistakes-creating-custom-github-copilot-agents): I built a multi-agent system and learned the hard way. Here are the mistakes that'll sink your custom GitHub Copilot agents before they ship.
- [VS Code's January 2026 Update Turns Your Editor Into an AI Agent Platform](https://htek.dev/articles/vscode-january-2026-copilot-update-roundup): VS Code 1.109 ships multi-agent workflows, Claude integration, Copilot Memory, and terminal sandboxing. Here's everything that changed.
- [Agentic Video Editing: A Glimpse into the Future](https://htek.dev/articles/agentic-video-editing-future): AI agents are evolving from single-task tools into autonomous video editors that plan, reason, and execute — here's what that means for creators.
- [AI Fixes Its Own Bugs: The Rise of Self-Healing Software](https://htek.dev/articles/ai-fixes-its-own-bugs): From Copilot Autofix to SWE-agent, AI systems now detect, diagnose, and repair their own bugs autonomously. Here's how it works and why it matters.
- [Choosing the Right AI SDK: Foundry vs Copilot vs OpenAI](https://htek.dev/articles/choosing-the-right-ai-sdk): A 3-question decision tree for picking between Azure AI Foundry Agent Service, GitHub Copilot SDK, and OpenAI Agents SDK — with real case studies and rewrite risk.
- [Context Engineering: The Key to AI-Assisted Development](https://htek.dev/articles/context-engineering-key-to-ai-development): Context engineering has replaced prompt engineering as the critical skill for AI-assisted development. Here's how to master it.
- [GitHub Copilot CLI's Biggest Week Yet: 7 Releases in 10 Days](https://htek.dev/articles/copilot-cli-biggest-week-yet): Seven releases, alt-screen revolution, VS Code integration, and memory fixes. GitHub Copilot CLI just shipped its biggest week yet—and I wrote this article using the tool itself.
- [GitHub Copilot Boosts Developer Fulfillment by 60-75%](https://htek.dev/articles/copilot-developer-fulfillment): The most important Copilot metric isn't speed — it's that 60-75% of developers feel more fulfilled. Here's what the research actually says.
- [Introducing vidpipe — My AI Video Editor That Does Everything](https://htek.dev/articles/introducing-vidpipe-ai-video-pipeline): I built an agentic video pipeline that turns one recording into shorts, captions, social posts, and blog drafts — all autonomously. Now it's open source.
- [Lessons from 500+ GitHub Migrations](https://htek.dev/articles/lessons-from-500-github-migrations): Eight hard-won lessons from migrating 500+ repos to GitHub — and the open-source framework that cut migration time from hours to minutes.
- [Stanford Study: AI's Real ROI in Software Engineering](https://htek.dev/articles/stanford-study-ai-roi-in-engineering): A Stanford study of ~120K developers across 600+ companies reveals AI's median productivity gain is 10-15%, not 60%. Here's what the data actually shows.
- [20 Minutes, Two Prompts, a Complete Video Pipeline](https://htek.dev/articles/video-pipeline-with-fleet-mode): How I used GitHub Copilot CLI's /fleet mode to build a 14-stage video processing pipeline in 20 minutes with just two prompts.
- [VidPipe: I Built an Agentic Video Editor with GitHub Copilot CLI](https://htek.dev/articles/vidpipe-copilot-cli-challenge): Open-source AI video pipeline built with GitHub Copilot CLI. Drop a video, get shorts, captions, social posts, and a blog — automated end-to-end by AI agents.
- [Your God Prompt Is the New Monolith](https://htek.dev/articles/your-god-prompt-is-the-new-monolith): The god prompt antipattern mirrors the monolithic backend failures we solved a decade ago. Here's how multi-agent patterns fix it.
- [Building the Future with AI-Powered Development](https://htek.dev/articles/building-the-future-with-ai): How GitHub Copilot and AI-assisted tools are transforming the way we write software, and what it means for the next generation of developers.

## Services

- [Delivery Confidence Audit](https://htek.dev/consulting): AI-powered delivery pipeline assessment for engineering teams
- [Consulting](https://htek.dev/consulting): Agentic development and DevOps consulting — agent governance, context engineering, workflow design
- [Rapid Development](https://htek.dev/services): AI-powered web and app development for startups and small businesses

## Newsletter

- [The Agentic Dev](https://htek.dev/newsletter): Weekly insights on AI-assisted development, GitHub Copilot, and context engineering

## Blueprints

- [Agentic Development Blueprints](https://htek.dev/blueprints): Step-by-step implementation guides for building governed agent systems