PCPaul Criniganinaiappsapi.hashnode.dev·5h ago · 5 min readA2A and MCP Solve Different Problems, and Production Agents Need BothAlmost every conversation about agent protocols starts with the wrong question. People ask whether A2A replaces MCP, or which one to adopt, as if picking one closes the topic. The two sit at different00
PCPaul Criniganinaiappsapi.hashnode.dev·10h ago · 4 min readFine-Tuning, Retrieval and Memory Solve Three Different ProblemsAlmost every team that ships an LLM feature runs into the same moment. The answers are wrong often enough to matter, someone says the model needs to be trained on our data, and a quarter of the budget00
PCPaul Criniganinaiappsapi.hashnode.dev·16h ago · 4 min readWhat Changes When Your Agents Keep Their MemoryMost AI tools are waiting on you. You ask, they answer, and the moment the tab closes the whole thing resets. A system built the other way around takes a goal and a priority from you and keeps working00
PCPaul Criniganinaiappsapi.hashnode.dev·1d ago · 5 min readAI Browser Agents Are Not a Replacement for Your ScriptsEvery few months a demo goes around showing an AI agent booking a flight or filling in a long form on its own, and a wave of teams decide their automation scripts are obsolete. That is the wrong lesso00
PCPaul Criniganinaiappsapi.hashnode.dev·1d ago · 3 min readThe Barrier Moved: Building Indie Games When Distribution Is Free and Attention Is NotGetting a game made has never been easier. Getting a game played has never been harder. Both halves of that sentence are new, and together they change almost every decision a solo developer or a small00
