AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 22 · 6 min readGo-to-Market Was a Relay Function. AI Makes It a Decision Function.If you work in go-to-market — sales, partnerships, field strategy, enablement — you've probably noticed that your AI-augmented output now spans territory that used to belong to 4-5 separate functions.00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 9 min readReset Windows Are Product DesignTL;DR AI subscriptions do not primarily differ by model quality anymore. They differ by reset window design. Claude uses a five-hour reset after you hit the included limit. Perplexity restores each P00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 8 min readHow To Optimize Agent Subscriptions Without Getting TrickedTL;DR The highest-return optimization is not writing better prompts. It is running better workloads. Across the major plans, the same rules keep showing up in different language: shorter sessions, sm00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 8 min readAutonomous Agents Break Flat-Rate PricingTL;DR Flat-rate SaaS assumes usage is relatively predictable. Autonomous agents destroy that assumption. OpenAI moved Codex to token-based pricing under the hood on April 2, 2026. Cursor, Claude, Dev00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 15 min readAI Subscriptions Are Secretly Usage ModelsTL;DR The market now has two adjacent categories: coding-agent subscriptions and broader AI work subscriptions. The first group is Claude, ChatGPT Codex, Cursor, Devin/Windsurf, GitHub Copilot, and G00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 10 min readWhat Is an Agent Harness — The Infrastructure That Makes Agents Actually WorkTL;DR Agent = Model + Harness. The model handles reasoning; the harness handles everything else: tool execution, context management, memory, state persistence, safety enforcement, error recovery, and00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 12 min readYour AI Agent Needs Communication Modes, Not a Voice CloneTL;DR Every AI platform collapses communication into a single flat voice profile — but knowledge workers switch between at least six distinct registers daily (casual, professional, leadership, field,00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 12 min readWhat Is an Agent — And What Isn'tTL;DR An agent is defined by one thing: the loop — perceive, reason, act, observe, repeat. Chatbots, copilots, fixed workflows, and RPA scripts are not agents; they lack autonomous iteration. The thr00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 11 min readWhat Is a Tool — The API Call Your Agent Makes on Your BehalfTL;DR A tool is a single atomic capability with a JSON schema: name, description, parameters, output. The Slack API existed since 2013; what's new is an AI model autonomously deciding which one to ca00
AAAmit Agrawalinartificialcuriositylabs.hashnode.dev·Jun 6 · 11 min readWhat Is a Skill — Why Methodology Resets Every Session Without OneTL;DR Every new agent session resets methodology — the model knows how to reason, the tools know the API, neither knows your 11-step triage heuristic or your sender-tier rules. That gap is where skil00
