Alatirok — AI Agent Industry -

What's We Reading

Dashboard visualizing token consumption per agentic coding task across frontier AI models

Tokens Per Agentic Coding Task: The 2026 Variance Data

Tokens per agentic coding task vary up to 30x on the same task. Here is the per-model data, the dollar cost, and why more tokens never bought more accuracy.

By Surya Koritala

21 Min Read

Diagram of an AI agent holding a USDC wallet with spending-limit guardrails enforced before an onchain transfer

Commerce

What Is Circle Agent Stack? USDC Wallets for AI Agents

24 Min Read

Three AI agent identity platforms — Microsoft Entra Agent ID, Okta for AI Agents, and SailPoint — compared as a security control plane

Identity & Provenance

AI Agent Identity: Entra Agent ID vs Okta vs SailPoint

28 Min Read

Most Recent

Stacked bar visualization of a 200K AI agent context window showing tool definitions consuming two-thirds before the first turn

Why Does My AI Agent Context Window Fill Up So Fast?

26 Min Read

OpenAI Agent Builder visual workflow canvas alongside exported Python Agents SDK code

Migrate OpenAI Agent Builder to Agents SDK Before Nov 30

27 Min Read

Comparison of Vapi, LiveKit, and Pipecat voice AI agent frameworks on a developer workstation in 2026

Best Voice AI Agent Framework 2026: Vapi vs LiveKit vs Pipecat

23 Min Read

Split-screen concept showing a general LLM chat window versus a purpose-built legal AI contract review interface

Purpose-Built Legal AI vs General LLM: 2026 Verdict

24 Min Read

Breaking News

Identity & Provenance

What Is DNS-AID? AI Agent Discovery via DNS, Explained

What is DNS-AID? A builder's guide to AI agent discovery via DNS: the SVCB record…

By Surya Koritala

Observability

GDPval Benchmark 2026: Scores, Cost and Win Rates Decoded

The GDPval benchmark 2026 explained for operators: scores by model, cost per task, win rates…

By Surya Koritala

Agent Infrastructure

What Is Claude Dreaming? Self-Improving AI Agents Explained

Claude dreaming is Anthropic's scheduled memory-curation process for managed agents. Here is how it works,…

By Surya Koritala

Best AI Agents for Month-End Close 2026: 8 Ranked

The best AI agents for month-end close 2026, ranked by verified auto-match rate, days-to-close delta,…

By Surya Koritala

More Recent

Talent acquisition leader comparing AI recruiting agent shortlists on screen in 2026

Best AI Recruiting Agents 2026: 8 Ranked by Autonomy

By Surya Koritala

27 Min Read

Python code calling the Gemini Managed Agents API to provision a remote Antigravity sandbox

Agent Infrastructure

Gemini Managed Agents API Tutorial: Production Python Guide

By Surya Koritala

26 Min Read

Developer staring at a latency waterfall trace showing six stacked LLM calls in an AI agent turn

Observability

Why Is My AI Agent So Slow? Latency Causes and Fixes

By Surya Koritala

28 Min Read

Bar chart visualization of 2026 AI agent software spending growth against total AI and AI security budgets

Capital

AI Agent Software Spending 2026: Inside the $206B Forecast

By Surya Koritala

22 Min Read

Governance

ServiceNow vs SAP vs Workday: Can Your AI Agent Get In?

ServiceNow vs SAP vs Workday AI agent access in 2026: which systems of record let…

By Surya Koritala

26 Min Read

Autonomous AI accounting agent dashboard showing month-end close reconciliation and general ledger automation in 2026

Best AI Accounting Agents 2026: 8 Ranked by Autonomy

The best AI accounting agents 2026 ranked on a real autonomy ladder: which run unattended through month-end close, and which still need a human to sign off.

By Surya Koritala

23 Min Read

Org diagram of the Agentic AI Foundation showing MCP, goose, AGENTS.md and agentgateway projects under a neutral Linux Foundation directed fund

Governance

What Is the Agentic AI Foundation (AAIF)? 2026 Guide

By Surya Koritala

23 Min Read

Paired-bar benchmark chart contrasting agent harness point swings against model-generation deltas on a dark analytics dashboard

Observability

Agent Harness Benchmark Score: The Point-Swing Data (2026)

By Surya Koritala

23 Min Read

An AI agent request hitting a Cloudflare 403 Forbidden wall with a signed Signature-Agent HTTP header

Identity & Provenance

Cloudflare Blocking My AI Agent: 5 Fixes for 403 Errors

By Surya Koritala

23 Min Read

Two AI agents connecting to a single shared MCP server, each holding a distinct Mcp-Session-Id session token to stay isolated

Agent Infrastructure

Can Two AI Agents Share the Same MCP Server? The 2026 Answer

Can two AI agents share the same MCP server? Yes, if you isolate them: stateless servers are safe, stateful ones need one Mcp-Session-Id per agent, stdio.

By Surya Koritala

24 Min Read