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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...
Snowflake is buying Natoma to put guardrails on MCP-connected AI agents
Snowflake is acquiring Natoma to bring identity, policy, and audit controls to MCP-connected AI agents across enterprise systems. Snowflake plans to ...
OpenAI bakes in observability for agents: Codex 0.135.0 + Agents JS 0.11.6
OpenAI tightened observability and state handling for agent workflows with Codex 0.135.0 and openai‑agents‑js 0.11.6. [Codex 0.135.0](https://github....
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...
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 ...
Budget and model choice for coding LLMs: usage data and Grok’s layered pricing reset assumptions
Choosing and budgeting coding LLMs is shifting with fresh usage rankings and xAI’s layered Grok pricing. OpenRouter refreshed its coding-model leader...
LangChain adds in-flight PII redaction for streaming (plus a Perplexity API toggle)
LangChain 1.3.2 quietly adds streaming-time PII redaction and a few middleware tweaks, with a small Perplexity API toggle landing separately. The [la...
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....
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 open-sources Agent Executor for durable, production-grade AI agents
Google open-sourced Agent Executor, a runtime focused on durable, resumable agent execution at production scale. Google’s new open source Agent Execu...
Cursor 3’s parallel agents change how you run long refactors
Cursor 3 adds an Agents Window that runs multiple local and cloud agents in parallel, changing how you plan and supervise code changes. The new sideb...
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 [...
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]...
Antigravity hardens skill boundaries and adds a subagent orchestrator; IDE 2.0 workspace bug surfaces
Antigravity’s skill pack tightened security and shipped a subagent orchestrator, while an Antigravity 2.0 IDE regression broke the workspace view for ...
WindsurfAPI v2.0.97 turns into a more capable multi‑model gateway
WindsurfAPI v2.0.97 adds an OpenAI‑compatible multi‑model provider and new gateway controls that make multi‑region LLM routing more practical. The re...
VS Code brings Auto Mode and remote agent sessions to Claude; Claude Code revamps /code-review
Visual Studio Code now lets the Claude Agent run remotely and, in preview, act without constant prompts, while Claude Code changes how reviews work. ...