The Long Prehistory of the Agent Loop…is no ambiguity about whether a block was shoved far enough. This is why, decades later, code generation would become the killer domain for AI agents. The ground truth was already there, waiting. These three lines of development—planning, tool composition, and verifiable feedback—grew in…
The Framework Rush…ible. Over in the AutoGPT repository, a different kind of signal flashed. The README file, which had once breathlessly promised “autonomous AI agents,” now carried a prominent warning in bold text: “This experimental project is not maintained actively. It may incur high API costs and does…
The Protocol Turn…were building the supervisory control layer for a new class of hybrid workforce, and in doing so, they were making the abstract promise of “AI agents” concrete, billable, and manageable for enterprises. While orchestration platforms climbed to manage the process, a concurrent and equally…
The Protocol Turn…straction, each one a step further removed from direct model competition and a step closer to the messy reality of enterprise IT and global software infrastructure. </think>To understand the velocity of this migration, one must examine the developer conversations that unfolded in the final months of 20…
Autonomy Budget Authorization…ria were externally verifiable; its limit was at the frontier where criteria depended on unformalized human knowledge. The journey from the protocol wars of 2025 to the autonomy budget of February 2026 was one of standardization breeding formalization. The consolidation around a handful of do…
Protocols, Physics, and Pivots…he harness layer fragmented into a thousand niche deployments. Consider the trajectory of Kortex. In 2025, it had been a rising star in the protocol wars, building a cross-model coordination layer that promised to let Claude agents negotiate tasks with GPT agents. Its valuation touched $850 m…
Pricing Trust…meticulous work of translating human law and policy into machine-enforceable bounds—became the new harness. Firms that had risen during the protocol wars pivoted sharply. Companies like Stele, which had built robust agent logging systems, and Verge, founded by veterans of enterprise security…
The Long Prehistory of the Agent Loop…language model but with a loop. Charles Rosen, who directed the project, and Nils Nilsson, who shaped its planning methods, had decomposed autonomy into modules that could be improved separately. That division gave the field its first clean architecture. In 1971 Richard Fikes and Nilsso…
The Prompt Engineers…craft was being pulled in two directions: upward into the model itself, and outward into a standalone industry. The choice between reckless autonomy and engineered frameworks was not just a technical one; it was an existential question for the companies betting on the harness. Yet the co…
The Autonomous Loop Takes Shape…on between them would define the commercial and architectural battleground for the year to come. On one side stood the partisans of radical autonomy, embodied by AutoGPT and its sibling BabyAGI. On the other stood the engineers of controlled reliability, whose flagship was a framework ca…