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Antigravity-awesome-skills 8.0.0 ships AI CLI, E2E testing patterns, and review guardrails
Antigravity-awesome-skills v8.0.0 lands three new AI workflow skills and tighter review automation after a community PR sweep. The [release notes](ht...
Azure AI Foundry billing complaints spotlight AI cost control and observability gaps
Startups are reporting surprise Azure AI Foundry charges, underscoring how AI workloads complicate cost control and observability in production.
Usable Context, Not Token Hype: How to pick and harden LLMs for long docs and agents
Choosing an LLM for long context and agents comes down to usable context and safety, not headline token counts. A careful comparison argues that cont...
GlassWorm hits Open VSX while AI agents go rogue: lock down your dev stack and production guardrails
A new Open VSX supply‑chain attack and real AI‑agent mishaps highlight gaps in developer tooling and runtime governance. Socket found at least 72 mal...
Claude Code grows up: agentic CLI worth piloting, with cheaper off‑peak usage and a security heads‑up
Claude Code’s agentic CLI is maturing into a practical daily tool, with workflow guides, off‑peak quota boosts, and a new security caveat. A hands-on...
Agents grow up: plan-first, trace-first, and a helpful MassGen release
Agent tooling is maturing toward plan-first execution and trace-first evaluation, with a concrete boost from the latest MassGen release.
AI IDEs are powerful now, but guardrails matter before team-wide rollout
AI-native IDEs like Cursor now handle multi-file changes with agents, but fresh regressions show you need safety rails before broad adoption. A 2026 ...
Shipping AI is ops, not notebooks: a practical MLOps blueprint
A hands-on blueprint shows how to run AI systems reliably using containers, a registry, and multi-service orchestration.
GitHub slopocalypse: lock down bots and plan CI failover
AI-generated repo noise and platform hiccups are forcing teams to lock down GitHub and build CI failovers. Jannis Leidel describes the "slopocalypse"...
Agentic engineering is getting real: test-first agents, deterministic runtimes, and a bigger roadmap
Agentic engineering is crossing into production with test-first agents, deterministic runtimes, and teams expanding scope instead of cutting headcount...
Claude’s 1M‑token context goes GA: time to re-think RAG-heavy pipelines
Anthropic made a 1,000,000-token context window generally available across all Claude tiers, pushing long‑context work into day‑to‑day production. Co...
Benchmarks vs. reality: AI code review passes the test, fails the repo
Independent results show popular LLM code-review benchmarks overstate real-world quality; many “passing” AI fixes would be rejected by maintainers. M...
Tame Cursor with a .cursorrules file
A simple .cursorrules file can make Cursor generate backend code that actually follows your team’s standards. This community walkthrough shows how a ...
LocalAI 4.0 makes self-hosted agents real; MCP tooling moves toward production
LocalAI 4.0 turns the project into a self-hosted agent platform with MCP support, while MCP servers and AI dev environments mature. LocalAI’s new [v4...
Stateful LLMs without data leaks: memory layers and on‑prem cleaning meet engagement‑bait UX
LLM product builders face rising pressure to add session memory and on‑prem data cleaning while curbing engagement‑bait replies. A TechRadar writer s...
Continue update: AI SDK v6 provider, prompt caching, and provider reliability fixes across VS Code and JetBrains
Continue shipped VS Code and JetBrains updates adding AI SDK v6 support, prompt caching, and more reliable Anthropic/Gemini handling. The latest [VS ...
Docker and NanoClaw team up to sandbox AI agents with MicroVM isolation
Docker and NanoClaw are rolling out MicroVM-based sandboxes to safely run AI agents that execute code and tools. The partnership aims to give teams a...
From chat to stack: Practical AI patterns backend teams can ship now
Developers are converging on three AI primitives—completions, embeddings, and tool use—to ship production features and automation faster. A hands-on ...
SocksEscort botnet takedown exposes blind spots in residential IP trust
Law enforcement dismantled a massive residential proxy botnet built on compromised routers, showing how "clean" home IPs shield credential stuffing an...
Decouple RL environments from training: NeMo Gym + Unsloth approach, backed by new failure-mode evidence
A new deep dive argues RL teams should separate environment services from the training loop, and fresh research shows why sloppy environments create b...
Faster, cheaper LLM serving: prompt caching and P-EAGLE in vLLM
Two practical levers promise big LLM serving gains: prompt caching and a reported P‑EAGLE integration in vLLM for speculative decoding. A clear expla...
Agentic retrieval steps up: NVIDIA NeMo tops ViDoRe; hybrid search becomes the RAG default
NVIDIA unveiled a generalizable agentic retrieval pipeline that topped ViDoRe v3 and ranked #2 on BRIGHT, pushing hybrid, agentic RAG beyond pure embe...
CodeScene opens MCP Server early access; practical playbook lands for reliable tool-aware AI
CodeScene launched an early-access MCP Server that guides AI coding with CodeHealth metrics, paired with hands-on guides to make MCP tool use reliable...