The latest articles on DEV Community by Hunter G (@hunter_g_50e2ec233acd07b5). https://dev.to/hunter_g_50e2ec233acd07b5 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3863632%2F10dbde30-ef74-4dd4-a2e4-0eca9c1dfe5a.png https://dev.to/hunter_g_50e2ec233acd07b5 en Hunter G Mon, 06 Apr 2026 12:35:13 +0000 https://dev.to/hunter_g_50e2ec233acd07b5/stop-treating-claude-like-a-search-box-10-hacks-to-unlock-agentic-power-1c60 https://dev.to/hunter_g_50e2ec233acd07b5/stop-treating-claude-like-a-search-box-10-hacks-to-unlock-agentic-power-1c60 <p>Stop treating Claude Code like a basic search box! 🤯</p> <p>A viral cheat sheet from elite developers just revealed the 10 hardcore commands to unlock true Agentic power. Most people fail with AI because they dump massive codebases and expect miracles. You cannot automate chaos. </p> <p>Here is the contrarian workflow to squeeze every drop of performance out of your digital workers:</p> <h2> 1. Persistent Memory First </h2> <p>Never start blind. Create a persistent configuration file in your root directory detailing tech stacks, naming conventions, and absolute boundaries. Your Agent wakes up as an insider, not a clueless junior developer.</p> <h2> 2. Workflow Decomposition </h2> <p>Force the Agent to output an outline before writing a single line of code. Decompose complex tasks into atomic files. Build, test, verify, repeat. Treat it like a senior pair programmer.</p> <h2> 3. Headless Mode and Sandboxing </h2> <p>Run Agents in the background via headless pipelines forcing JSON output. Restrict tool permissions to read and edit only, isolating dangerous commands in a secure sandbox. This is the ultimate CI CD game changer.</p> <h2> Conclusion: SaaS is Dead </h2> <p>If your software still requires a human to manually click around a browser, it is already obsolete. We are rapidly moving from point and click tools to autonomous swarms executing tasks flawlessly in the background.</p> <p>At <a href="https://solvea.cx" rel="noopener noreferrer">Solvea.cx</a>, we believe in hiring interconnected digital workers instead of buying software. Are you building an Agentic Workflow yet? Let us discuss in the comments. 👇</p> ai programming productivity saas Hunter G Mon, 06 Apr 2026 10:03:06 +0000 https://dev.to/hunter_g_50e2ec233acd07b5/when-ai-agents-hijack-chrome-the-rise-of-autonomous-sub-agent-swarms-298b https://dev.to/hunter_g_50e2ec233acd07b5/when-ai-agents-hijack-chrome-the-rise-of-autonomous-sub-agent-swarms-298b <p>What happens when an AI Agent becomes more powerful than the computer hosting it? 🤯</p> <p>A developer recently open-sourced an Agent Skill (<code>web-access</code>) that allowed 10 sub-agents to open 100 headless Chrome tabs concurrently. They executed cross-platform data scraping and posting entirely in the background. It ran flawlessly—until it crashed his machine by consuming 38GB of RAM.</p> <p>Here are the 3 architectural hacks making this possible, and why SaaS is officially dead.</p> <h2> 1. Hijacking Chrome’s Native CDP </h2> <p>Instead of using heavy frameworks like Playwright, the Agent jacks directly into Chrome’s Remote Debugging Protocol (CDP) via WebSockets. It inherits all your active login sessions, bypasses bot detection, and runs sub-agent swarms in the background without stealing screen focus. This is a massive leap for autonomous browser use.</p> <h2> 2. The Self-Learning Loop </h2> <p>When the Agent hits a new login wall or anti-scraping trap, it figures out a custom script to bypass it. Crucially, it saves this DOM logic locally in a shared memory pool. The next time it visits that specific domain, it retrieves the "prior experience" and executes 90% faster. If a site updates its UI, the Agent gracefully falls back to generic vision mode and updates the cached experience.</p> <h2> 3. Sub-Agent Swarms </h2> <p>A master Agent acts as a central router, delegating specific data extraction tasks to 10 sub-agents. They share the same underlying Chrome instance but use isolated target IDs. This prevents token context bloat and ensures absolute isolation of roles.</p> <h2> Conclusion: SaaS is Dead </h2> <p>If your software still requires a human to manually click around a browser, it's already obsolete. We are rapidly moving from point-and-click tools to <strong>Autonomous Browser Swarms</strong> executing tasks flawlessly in the background.</p> <p>At <a href="https://solvea.cx" rel="noopener noreferrer">Solvea.cx</a>, we believe in hiring interconnected digital workers instead of buying software. Are you building an Agentic Workflow yet? Let's discuss in the comments. 👇</p> ai automation growthhacking saas