Tag: ai-native
All the articles with the tag "ai-native".
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What Actually Gets Stored When You Put a Vector in S3 Vectors
A vector store keeps three things per record — a key, an array of floats, and a bag of metadata. Your document text is stored as metadata, and a 2 KB limit on the filterable part is what quietly breaks ingestion.
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Which Tier Does Your Vector Workload Live On?
Amazon S3 Vectors dropped the entry cost of vector storage on AWS to near zero. The question that matters now is which tier of the cost/latency curve your workload sits on — and why agents belong on the cheap one.
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How AgentCore Gateway Turns Any API Into an Agent Tool
AgentCore Gateway is a managed front door between agents and tools. It handles inbound auth, outbound auth, and protocol translation once, so any API or Lambda becomes an MCP tool that every connected agent can call. Here is how the wiring actually works.
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Zed on Bedrock Makes the Agent Harness Portable
Wiring Zed to Amazon Bedrock turns Zed's agent harness into a provider-portable coding surface across the frontier models your account can reach.
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Skills Are a Git-Native Distribution Primitive
Updated:The industry has been converging on repo-as-source-of-truth for agent skills for months. What was missing was a working example of the whole lifecycle, fully built. One tool actually built it.
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Go-to-Market Was a Relay Function. AI Makes It a Decision Function.
The traditional go-to-market role was designed as a last-mile relay — carrying product decisions to customers. AI collapses that relay into a decision loop. The org chart hasn't caught up.
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One Token for Everything Is Still One Token
The case for scoping a service account to one purpose instead of 'everything' is easy to agree with in the abstract. Putting it into practice on a box that runs agents — not a CI runner that exits when the job ends — is where the argument gets tested. Here's what that looked like, including the part where the boundary pushed back.
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Your Agent Doesn't Need the Secret. It Needs the Result.
Vault-backed credentials are the floor for agent security, not the ceiling. The pattern converging across 2026 security research goes further: scope vaults to the task, expire tokens with the task, and broker credentials so the agent never holds one at all.