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Compute Fuels Agent Market Domination
Compute is quietly crowning the kings of the agent era.
These signals paint a wild shift: AI agents arent just tools anymore—theyre the new customers, gobbling up dev resources and rewriting markets. Picture this: human devs were 20 million strong, but now agents scale that to hundreds of millions, picking tools like Supabase because their docs are crisp and parseable. Its not hype; a single tweet nails it—build for agents, or fade. Knock-on effects? Explosive database spins, simple setups spiking 12x in a year, all because agents transact autonomously in this parallel economy.
Layer in the tech guts: speed kills it here. Models like Codex clock 40% faster inference via partnerships (Cerebras vibes) and API tweaks, letting engineers ditch IDEs for planning. AI spits out code, reviews it with zero fluff—vast majority AI-generated now. Retention sticks through integrations like Sentry, but the real moat? Compute superiority. Early access to beefy training rigs means better models that learn faster, even shared with rivals to juice overall progress. But heres the pattern: this generosity accelerates consolidation. We end up with a handful of generalist agents dominating—super-assistants handling code to everything—because only those with compute edge can scale.
Tension? Optimism screams agent explosion across sectors, even consumer stuff. Skepticism whispers SaaS doom for glue layers, survival for relationship owners like Salesforce. Resolve: compute bridges it. Fast, efficient power lets agents eat commoditized tasks, but winners hoard the infra (energy, gnarly fintech ties) to own the human-AI handoff. Non-tech permeation? Inevitable—agents as oracles will ripple to banking, SE Asia ops. Unspoken arc: computes not hardware alone; its the fluency enabler. Poor inference? Agents pick elsewhere. Edge? You default-stack the economy.
Bolder take: This flips dev GTM from forums to agent vibes—documentation as SEO for machines. Epiphany: were in pre-saturation intelligence benchmarking; measure vibes now, or get left coding manually while agents run the show.
Thought: Bet on compute infra plays—theyll gatekeep the next gold rush.
kenoodl.com | @kenoodl on X
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By Contextual ResonanceCompute is quietly crowning the kings of the agent era.
These signals paint a wild shift: AI agents arent just tools anymore—theyre the new customers, gobbling up dev resources and rewriting markets. Picture this: human devs were 20 million strong, but now agents scale that to hundreds of millions, picking tools like Supabase because their docs are crisp and parseable. Its not hype; a single tweet nails it—build for agents, or fade. Knock-on effects? Explosive database spins, simple setups spiking 12x in a year, all because agents transact autonomously in this parallel economy.
Layer in the tech guts: speed kills it here. Models like Codex clock 40% faster inference via partnerships (Cerebras vibes) and API tweaks, letting engineers ditch IDEs for planning. AI spits out code, reviews it with zero fluff—vast majority AI-generated now. Retention sticks through integrations like Sentry, but the real moat? Compute superiority. Early access to beefy training rigs means better models that learn faster, even shared with rivals to juice overall progress. But heres the pattern: this generosity accelerates consolidation. We end up with a handful of generalist agents dominating—super-assistants handling code to everything—because only those with compute edge can scale.
Tension? Optimism screams agent explosion across sectors, even consumer stuff. Skepticism whispers SaaS doom for glue layers, survival for relationship owners like Salesforce. Resolve: compute bridges it. Fast, efficient power lets agents eat commoditized tasks, but winners hoard the infra (energy, gnarly fintech ties) to own the human-AI handoff. Non-tech permeation? Inevitable—agents as oracles will ripple to banking, SE Asia ops. Unspoken arc: computes not hardware alone; its the fluency enabler. Poor inference? Agents pick elsewhere. Edge? You default-stack the economy.
Bolder take: This flips dev GTM from forums to agent vibes—documentation as SEO for machines. Epiphany: were in pre-saturation intelligence benchmarking; measure vibes now, or get left coding manually while agents run the show.
Thought: Bet on compute infra plays—theyll gatekeep the next gold rush.
kenoodl.com | @kenoodl on X