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Perplexity Brain puts agent work-memory in production, and research backs the approach
Perplexity launched Brain, an agent-centric memory that helps its Computer agent learn from past work to boost accuracy and cut cost. [Perplexity is ...
Open-weight coding models hit a new tier: Kimi K2.7 Code and GLM‑5.2
Two new open‑weight coding models—Kimi K2.7 Code and Zhipu AI’s GLM‑5.2—are emerging as viable local alternatives to hosted code assistants. Reviewer...
Anthropic shows Claude Opus 4.7 autonomously solving a robotics integration ~20x faster than last year’s human team
Anthropic’s latest Project Fetch run shows Claude Opus 4.7 autonomously completing a robodog integration about 20x faster than last year’s top human t...
ARD lands: a common layer for agent tool discovery across enterprise silos
Google, Microsoft, and others introduced ARD, a spec that lets AI agents discover enterprise tools via catalogs and registries. [InfoWorld’s report](...
Claude Code adds live Artifacts; GitHub Action v1.0 cleans up CI
Anthropic added live, shareable Artifacts to Claude Code and shipped a cleaner v1.0 GitHub Action for CI. Artifacts turn a Claude Code session into a...
Reports of OpenAI Codex instability and silent GPT-5.5→5.4 downgrades
OpenAI Codex is showing regressions and silent model downgrades that can break automated code workflows. Developers report GPT-5.5 xhigh requests bei...
ORPilot locks optimization models into a solver-agnostic IR
ORPilot introduced a typed, solver-agnostic IR that makes optimization models reproducible and portable across solvers. The ORPilot team details an i...
Edge agents are arriving: AWS Kiro hits iPhone as local-first builds mature
AWS Kiro is landing on iPhone while local-first agents via Ollama and DIY builds like CrankGPT show cloudless AI is getting practical. AWS is taking ...
Z.ai open-sources GLM-5.2: 1M‑context coding model built for long runs, with cheaper long‑context compute
Z.ai released GLM-5.2, an MIT-licensed 1M-context open-weight coding model aimed at long-horizon, repo-scale engineering tasks. GLM-5.2 pairs a solid...
AWS DevOps Agent adds AI release readiness gates (preview)
AWS DevOps Agent now pre-screens code changes with AI-built, change-aware tests and isolated runs before they hit your pipeline. In preview, AWS’ Dev...
AI agents need real identities: AppViewX launches PKI-driven control plane as guardrail latency and shadow use bite
AppViewX launched a PKI-based identity and access layer for AI agents, pushing enterprises to treat agents like service accounts with least-privilege ...
Databricks previews Genie Ontology: a context graph for trustworthy AI agents
Databricks introduced Genie Ontology in preview to give AI agents a shared, ranked business context instead of relying on raw similarity search. Geni...
Claude Code v2.1.181: in-session /config, reliability fixes, and safer writes
Anthropic shipped Claude Code v2.1.181 with mid-session configuration and fixes for data-loss and flaky startups. The new release adds a simple /conf...
SpaceX to acquire Cursor; agent orchestration becomes the new battleground for your SDLC
SpaceX is buying Cursor, and vendors are converging on an “agent orchestration” layer your team will have to pick. IDC says SpaceX is acquiring Curso...
Anthropic pauses planned Claude Agent SDK subscription change
Anthropic halted a planned subscription change for the Claude Agent SDK on the day it was set to start. Per The New Stack’s report, Anthropic paused ...
FinOps grows teeth: an agent to explain AWS bill spikes, right as AI token spending gets reined in
AWS bill spikes now have explainable AI help, landing just as teams clamp down on runaway AI token costs. The New Stack highlights a new agent that c...
Databricks unveils LTAP to collapse OLTP and OLAP for agentic apps
Databricks introduced LTAP, unifying transactional and analytical data on one lakehouse layer to feed real-time AI agents. At its Data + AI Summit, D...
DocLang launches: an AI‑native document standard for enterprise RAG
LF AI & Data launched DocLang, an AI-native document spec designed to make business documents machine-readable for LLMs. DocLang, backed by IBM, Nvid...
xAI turns Grok into a unified multimodal API with enterprise options
xAI shifted Grok from an X-only chatbot to a developer platform with a single multimodal API and enterprise controls. The official site shows a unifi...
ChatGPT 5.5 mode shift triggers real-world regressions; OpenAI SDK adds spend alerts
OpenAI shifted ChatGPT to 5.5 modes, retired older Codex models, and teams are seeing operational side effects. A practical explainer walks through h...
SpaceX is buying Cursor for $60B — the neutral coding IDE may become an xAI-first stack
SpaceX will acquire the Cursor AI coding IDE for $60B, shifting a popular model-agnostic tool toward a vertically integrated xAI stack. Sources agree...
MCP turned scattered agent tools into a shared server with cleaner human gates
A real-world team replaced per-agent tool definitions with an MCP server to standardize discovery, versioning, and human approval paths. In this case...
Stop Upgrading the Model: Add Relationships and State Instead
Two new posts argue that explicit relationships and state often beat bigger models for recommendations and AI companions. A Hurix piece makes the cas...