#AI Agents

OpenAI's Presence platform productizes agent governance — policies, guardrails, simulations. What its FDE-led model and 75% claim mean before you sign a pilot.

LangChain now standardizes reasoning effort across OpenAI, xAI and Fireworks, but identical labels still hide different cost, latency and model behavior.

Harness Agent DLC links evals, prompts, deployments, assets and traces. TECHi tests what is live, what is roadmap, and whether release history survives.

The EU’s Article 50 guidance says AI agents should identify themselves and the person they represent. Here is what product teams must build by August 2.

Replit says AI agents lifted same-cohort code output 2.9x. Its architecture looks credible, but the productivity case still needs a controlled cost test.

Kimi K3’s API is live, but its weights, license and self-hosting stack are not. TECHi audits the 64-accelerator gap behind Moonshot AI’s claims today.

CrewAI 1.15.3 adds interception hooks, opt-in tool caching, and per-call usage data, giving teams finer control over production AI agent runs and costs.

Grok 4.3 reaches Bedrock through Mantle, but runtime incompatibility, regional limits, retention, and retry behavior make enterprise portability conditional.

AWS gives AI agents authenticated OpenSearch access. Here is how IAM, approvals, data-plane audits, and recovery determine production safety.

A research-based forecast of AI progress through 2036, covering agents, science, jobs, energy, regulation, and infrastructure.

xAI's Grok Build brings terminal coding agents, headless automation, plugins, MCP and enterprise controls into the race with Codex and Claude Code.

Sandisk stock is being priced as an AI storage winner. The sharper question is whether agent memory turns NAND into contracted infrastructure.

Solana and Google Cloud launched Pay.sh for AI agent payments. Here is how x402, stablecoins and API micropayments could reshape the web.