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Claude Code Auto Mode Goes Cross‑Cloud (Bedrock, Vertex, Foundry)
Claude Code’s Auto mode now runs on AWS Bedrock, Google Vertex AI, and Palantir Foundry with a single opt-in flag. Anthropic’s latest Claude Code rel...
Claude Opus 4.8 becomes Claude Code’s default, bringing dynamic multi‑agent and long‑running workflows
Anthropic shipped Claude Opus 4.8 and made it the default in Claude Code, adding dynamic workflows that can run long tasks and coordinate many agents....
Negation neglect: LLMs can absorb falsehoods even when the text says they’re false
New research shows LLMs still internalize false claims from training data even when those claims are explicitly labeled false. A study summarized by ...
Hermes Agent vs OpenClaw and GoClaw: a practical guide lands on DEV
A new DEV post offers a practical Hermes Agent guide and compares it with OpenClaw and GoClaw. The article promises a hands-on walkthrough and side-b...
Local LLM agents are crossing the usability gap — if you own the infra
Open‑weight models hosted with vLLM can run real agentic workloads — but only if you add explicit state, provenance, and robust retrieval. A deep div...
Harness ships org-wide ROI tracking for AI coding agents and model spend
Harness now measures how AI coding agents affect delivery and spend so leaders can see real ROI instead of token burn. Harness added an AI Developmen...
GitHub shifts Copilot and repo defaults toward cost control and trust
GitHub is tightening Copilot defaults and repo trust gates to cut AI noise and token waste. The latest [Copilot CLI 1.0.55](https://github.com/github...
Claude Opus 4.8 and Claude Code add dynamic multi-agent workflows and a cheaper fast mode
Anthropic shipped Claude Opus 4.8 and updated Claude Code with dynamic multi-agent workflows and a cheaper fast mode. Opus 4.8 arrives with higher de...
DeepSWE flips coding‑agent rankings and challenges SWE‑Bench Pro grading
DeepSWE’s new coding benchmark flips model rankings and questions how SWE‑Bench Pro has been grading agent performance. Datacurve launched [DeepSWE](...
One 15‑minute audit with Claude Code’s gstack /cso found six real bugs in a FastAPI app
A developer used Claude Code’s gstack /cso to find and fix six real vulnerabilities in a FastAPI app in one session. In this case study, a 15‑minute ...
Observability is going agent‑native: from human dashboards to data‑centric, actionable telemetry
Observability is shifting from human dashboards to AI‑native, data‑centric systems that track and govern agent behavior and business impact. Several ...
AI is skewing your DORA signals — fix visibility before you “optimize” the wrong thing
AI coding tools are distorting DORA signals unless teams make AI work visible and instrument quality, not just speed. A thoughtful piece argues that ...
Copilot CLI/SDK pre-releases make per-session plugins and run visibility first-class
GitHub Copilot CLI pre-releases add per-session plugin mounts and better session visibility, pushing Copilot toward a real programmable agent runtime....
AI bug-hunters are real: Anthropic’s Mythos Preview shows scale, ops must adapt
Anthropic’s Mythos Preview is surfacing hundreds of critical vulnerabilities, showing security-grade AI agents are ready—but ops and remediation workf...
Claude Code v2.1.152: Auto‑fix code reviews, stricter guardrails, safer defaults
Anthropic shipped Claude Code v2.1.152, turning code reviews into applied patches and tightening enterprise guardrails. The release adds /code-review...
Gemini CLI is moving to Antigravity CLI; Skills stay the same—use them to turn your terminal agent into a specialist
Google is migrating Gemini CLI to Antigravity CLI, and Skills keep working the same way for task‑specific terminal agents. A hands-on guide shows how...
DeepSeek cuts V4‑Pro inference pricing 75%, resetting long‑context economics
DeepSeek slashed V4‑Pro inference prices by 75%, making long‑context reasoning far cheaper and putting pressure on premium model pricing. Per [InfoWo...
Cut RAG costs and latency with a two‑step LLM gate (plus SSE streaming for UX)
A simple two-step LLM gate can skip retrieval on easy queries, cutting RAG cost and latency without retraining. A proposed pattern routes each reques...
Google’s Gemini 3.5 Flash beats its own Pro tier at 4× speed and ~40% lower cost
Google launched Gemini 3.5 Flash, a “budget” model that outperforms Gemini 3.1 Pro on coding/agent benchmarks while running faster and cheaper. Per [...
Stop over-prompting: build a control layer for reliable, cheaper LLM backends
LLM teams are moving reliability and cost out of prompts and into a production control layer. A hands-on build shows an 8-part safety layer (validato...
Low-code AI orchestration gets real: n8n workflows + guardrails
Low-code tools like n8n are now good enough to run end-to-end AI workflows, but you need guardrails to run them safely at scale. A hands-on walkthrou...
Microsoft open-sources RAMPART and Clarity to put agent safety into CI/CD
Microsoft open-sourced RAMPART and Clarity to move agent safety testing into your CI/CD pipeline. Microsoft open-sourced [Rampart](https://www.infowo...
Informatica cracks IDMC into MCP-addressable services as enterprises line up behind agent-ready data ops
Informatica is exposing IDMC data management services through MCP so agents and IDEs can invoke governed data ops directly. Per an [InfoWorld report]...