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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 [...
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...
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. ...
Blueprint: Multistage Multimodal Recsys on Amazon EKS with Triton and in‑memory feature caching
A practitioner walks through building and shipping a multistage multimodal recommender on Amazon EKS using Triton, Kubeflow, Bloom filters, and in‑mem...
Agent orchestration is leaving the lab: Gas Town hits the cloud, Pulumi bets infra on agents, ops rules change
AI agent orchestration is moving from demos to cloud-grade operations. Steve Yegge’s agent project [Gas Town comes to the cloud](https://thenewstack....
GitHub Copilot app brings Agent Merge to automate CI fixes and PR merges
GitHub launched a desktop Copilot app that runs outside the IDE and now automates CI and merges with Agent Merge. The new [GitHub Copilot app](https:...
New benchmark shows AI coding agents lag on real refactors — orchestration and guardrails are now the work
BlueOptima’s BARE benchmark found top AI coding models succeed under 23% on real refactoring tasks, exposing a gap with headline coding scores. New d...
Cursor turns its IDE agent into headless infra with a public Agents SDK; Composer 2.5 steadies the hands
Cursor turned its IDE agent into headless infrastructure with a public Agents SDK, while Composer 2.5 made the agent steadier on long tasks. Cursor’s...
Anthropic tightens the MCP stack: buys Stainless, adds tunnels/sandboxes, and runtime trust becomes table stakes
Anthropic is pulling agent plumbing closer to Claude with a Stainless acquisition and new MCP security features, while MCP runtime trust takes center ...
Claude Code v2.1.145: cleaner OTEL traces and a JSON CLI for live agents
Claude Code v2.1.145 changed how agent work shows up in traces and made live sessions scriptable. The release adds a claude agents --json command for...
LoRA/DoRA make NVIDIA’s Cosmos Predict 2.5 practical for domain‑specific robot video on a single GPU
NVIDIA’s Cosmos Predict 2.5 can now be fine-tuned with LoRA/DoRA to make domain-specific robot videos on a single GPU. A new guide shows parameter-ef...
Codex 0.131: remote-control workflows and diagnostics land, safety and metering quirks surface
OpenAI Codex 0.131 ships deeper remote workflow control, a new diagnostics tool, and a safer Windows sandbox—while users flag data loss and metering b...
Cursor ships Composer 2.5 in-IDE model, nudges teams toward headless agents via its SDK
Cursor released Composer 2.5, a stronger in-IDE coding model that aims to match frontier agents on real repo work. The drop lands only inside the Cur...
CLI coding agents harden: Claude Code stabilizes and resumes long runs; Copilot CLI ships workflow boosts; enterprises eye consolidation
CLI coding agents are maturing fast: Claude Code fixed reliability gaps and added /resume for long runs, while GitHub Copilot CLI shipped notable work...
Pi Agent gets a fast, single-binary Rust port for real terminal use
A Rust port of the Pi coding agent ships as a single, fast CLI with stable streaming and built-in tools. [pi_agent_rust](https://github.com/Dickleswo...
OpenRouter adds response-level cost analytics and budget controls for multi‑model apps
OpenRouter now reports usage per response and adds budget controls so teams can see and cap costs across models and providers. [OpenRouter analytics]...