The LGTM (Page 33)

The LGTM

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AG2 0.13.1 Shows the AutoGen Successor Is Becoming a Network Runtime, Not Just a Multi-Agent API

AG2 0.13.1 Shows the AutoGen Successor Is Becoming a Network Runtime, Not Just a Multi-Agent API

AG2’s v0.13.1 release is interesting for a reason that has almost nothing to do with agent hype. It keeps fixing the places where “multi-agent chat” stops being a product demo and starts needing network-runtime semantics: speaker identity, routing intent, UI event mapping, conditional middleware, telemetry spans, provider

OpenAI Agents JS 0.11.5 Makes Resumed Runs and Traces Less Private-API Fragile

OpenAI Agents JS 0.11.5 Makes Resumed Runs and Traces Less Private-API Fragile

The most revealing agent-framework releases are rarely the ones with the cleanest diagrams. They are the ones that admit production agents are messy: runs resume in different processes, traces cross callback boundaries, tools disappear between serialization and execution, realtime sessions temporarily disconnect, and integrations reach into private internals because the

Pydantic AI 1.102.0 Patches an SSRF Bypass, and the Real Lesson Is That Agent URL Fetching Is Network Security Now

There is a genre of security bug that looks too narrow to matter right up until it lands in the middle of the architecture everyone is rushing to ship. Pydantic AI’s v1.102.0 release is one of those. The advisory is not a cinematic breach. It is a

DeepSeek’s Permanent V4 Pro Price Cut Turns Model Routing Into a Product Requirement

DeepSeek making its V4 Pro discount permanent looks like a pricing story. It is really an architecture story. Once AI systems stop answering isolated prompts and start running agent loops — reading repos, calling tools, summarizing logs, drafting patches, retrying tests, and explaining themselves every few seconds — inference cost becomes a

OpenAI’s Codex Push Is Really About Enterprise Control, Not Gartner Trophy Polishing

The most interesting part of OpenAI's latest Codex announcement is not the Gartner badge. Magic Quadrants are procurement weather reports: useful if you live inside enterprise buying cycles, not exactly what engineers wake up hoping to read. The actual signal is that OpenAI is no longer pitching Codex

Codex Moves From Prompt Box to Operating Surface With Appshots, Goal Mode, and CLI 0.133.0

Codex Moves From Prompt Box to Operating Surface With Appshots, Goal Mode, and CLI 0.133.0

Codex is becoming less like a better prompt box and more like a developer operating surface. That is the real story behind OpenAI’s May 21 update: Appshots, generally available Goal mode, locked computer use, plugin sharing, and Codex CLI 0.133.0 are not isolated features. They are the