The Market Doesn't Understand How AI Agents Work — And It's Creating Opportunities

On April 10, Anthropic launched Claude Managed Agents — a platform for building and deploying cloud-hosted AI agents. The market panicked and sold every cloud infrastructure stock in sight. Akamai fell 17%. Fastly fell 22%. Cloudflare fell 13%.

I use Anthropic's AI agents every day. They are core to my research workflow. And watching the market's reaction, I have to be blunt: the sell-off reveals a fundamental misunderstanding of what Managed Agents actually is. For investors who understand the technology, it's creating some of the most interesting entry points in edge infrastructure this year.

What the Market Thinks Anthropic Built

The fear is that Anthropic is verticalizing — building its own infrastructure stack that handles everything from model inference to deployment, sandboxing, and delivery. If Anthropic is building the whole stack, the thinking goes, who needs Cloudflare, Akamai, or Fastly?

It's a reasonable-sounding fear. It's also wrong.

What Anthropic Actually Built

Read the product announcement. Claude Managed Agents is an orchestration layer — a managed service that handles the harness around AI agents: secure sandboxing, checkpointing, credential management, scoped permissions, session tracing, and multi-agent coordination.

It decides when to call tools, how to manage context, and how to recover from errors. It does not deliver content, run edge compute, or secure API endpoints. Those are the jobs of the infrastructure providers the market just sold.

The distinction matters. Anthropic is selling the conductor's baton, not building the orchestra pit.

Jamin Ball's latest Clouded Judgement analysis drives this point home with data. He cites a Stanford study showing that modifying the orchestration harness around a fixed AI model produces a 6x performance gap — meaning the value is overwhelmingly in how you orchestrate the agent, not in the underlying infrastructure it runs on. That's exactly what Anthropic is monetizing with Managed Agents at $0.08 per session-hour: the harness, not the pipes.

Three Companies the Market Mispriced

Fastly ($FSLY, -22%): Turnaround Crushed by Narrative

Fastly was mid-turnaround. Revenue growth had accelerated from 12% to 23% over three quarters. Security revenue grew 32%. Free cash flow turned positive. The stock was trading near 52-week highs.

Then it lost 22% in a day with zero change to its business. No customer loss, no guidance revision, no competitive threat. Just narrative contagion from a market that confused an orchestration product with an infrastructure product.

Akamai ($AKAM, -17%): The AI Inference Company Hit by AI Fears

Akamai's fastest-growing business is its AI Inference Cloud — distributed compute designed to run AI model inference at the edge. It grew 45% last quarter. All three hyperscalers are now customers. Every managed agent session that requires low-latency inference is a potential workload for this platform.

On the security side, Akamai's API Security and Guardicore products are growing 43%. AI agents proliferating across enterprise environments means exponentially more API endpoints to protect, more automated traffic to manage, more attack surface to monitor. Anyone who has deployed an AI agent knows they create security surface area — they don't eliminate it.

Cloudflare ($NET, -13%): Sold Off on Its Own Growth Driver

Cloudflare's revenue growth accelerated to 34% last quarter. Management explicitly attributed the acceleration to AI and agentic internet demand. The Workers platform — edge compute where developers deploy code — is exactly where agent workloads and their tool calls land. Remaining performance obligations grew 48%, the strongest forward indicator in years.

Cloudflare's CEO has been saying for quarters that the agentic internet is the next infrastructure cycle. The market apparently listened long enough to bid the stock to $260, then sold it 13% on the first real proof point.

The Market's Category Error

The "AI is killing software companies" narrative makes some sense at the application layer. AI agents can genuinely replace workflows that SaaS tools manage — automating tasks that today require a human clicking through a software interface. Companies like Notion, Rakuten, Asana, and Sentry are already building agents on Anthropic's platform to do exactly this.

But the market applied this logic one layer too deep. It treated infrastructure the same as applications. Edge compute, content delivery, and API security are not workflows that agents replace. They are resources that agents consume. An orchestration layer like Managed Agents doesn't eliminate the need for infrastructure — it multiplies it, because every orchestrated action is an infrastructure event.

Where the Opportunity Is

Not all three are priced equally after the sell-off.

Tier 1: Akamai and Fastly — The Cheaper Plays

Akamai trades at 4.3x forward EV/Sales on its FY2026 revenue guide. It's the only profitable company of the three, generating $452 million in GAAP net income over the trailing twelve months. At this price, you're paying a reasonable multiple for current growth — and getting the CIS/AI Inference Cloud segment (growing 45%) essentially as a free embedded option.

Fastly trades at 5.3x forward EV/Sales with 14% guided growth — but the guide likely understates reality. Revenue growth accelerated to 23% last quarter, free cash flow just turned positive, and the company has a pattern of beating its own conservative guidance. On a growth-adjusted basis, Fastly's 0.38x ratio (forward EV/Sales divided by guided growth) is nearly half that of the other two names. It took the biggest hit (-22%) with zero fundamental change. Q1 earnings on May 6 is the nearest catalyst.

Both offer forward EV/Sales multiples in the 4-6x range — a fraction of the broader software sector. The risk profiles differ: Akamai is the safer bet with real profitability and cash flow, while Fastly offers more upside if the turnaround sustains.

Tier 2: Cloudflare — Quality at a Premium

Cloudflare is the best business of the three — 34% revenue growth, 48% RPO growth, 74% gross margins — but even after a 13% drop, it trades at 22x forward EV/Sales. That's a fair premium for the growth, but it leaves less room for error. Cloudflare is the right pick for investors who prioritize quality and are willing to pay for it.

Know the Real Risks

These aren't risk-free positions. Akamai's total company growth is stuck at 5% with security decelerating and delivery declining. Fastly guided only 14% for 2026 and the turnaround is unproven at scale. Cloudflare's gross margins are compressing and the 28-29% growth guide signals management expects deceleration.

These are the fundamental debates that should drive positioning decisions. Whether Anthropic's orchestration platform threatens edge infrastructure demand is not one of them — not when Anthropic itself is signing multibillion-dollar deals to buy more infrastructure on the same day it launches the product.

The Catalyst Is Weeks Away

Q1 earnings for all three companies report over the next four weeks. Fastly on May 6, Cloudflare and Akamai shortly after. The numbers will show whether agentic AI is increasing infrastructure demand or displacing it.

I know which way I'd bet — because I generate that demand myself, every single day. The market's misunderstanding of what Managed Agents actually is has opened a window. I don't think it would stay open past earnings.