AI Coding Live News — Real-Time 𝕏/Twitter Updates & Breakthroughs

DigitalOceandigitalocean·Collected 15h ago

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DigitalOcean Launches Cuttlefish: iPhone App to Approve, Steer, and Pause Managed Agents

On 2026-11-05 DigitalOcean launched Cuttlefish, a native iPhone app for Managed Agents (Public Preview): follow live sessions and tool calls, approve or deny full commands or diffs, require Face ID/passcode for high-risk actions, and steer, pause, checkpoint, or roll back. Sessions run in cloud microVMs that keep going when the phone is locked or offline. With Box as launch partner, Box Mount (Private Preview) syncs a Box folder into the agent sandbox under Box permissions and version history.

Key Takeaways

Official: @digitalocean post 2026-11-05 14:11 UTC; blog introducing-cuttlefish; App Store, Public Preview
Live sessions/reasoning/tool calls; approve full command, path, or diff; Face ID/passcode for high-risk; steer, pause, resume, stop
In-app previews of sites/docs; browse workspace files; checkpoints with fork/rollback
Supervises harnesses including Claude Code, Codex CLI, OpenCode, OpenHands, Hermes, LangGraph, CrewAI
Box Mount (Private Preview): sync a Box folder into the sandbox; edits/deletes write back with Box permissions and version history

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Linked Models & Agents:

🤖 Claude Code (Anthropic)🤖 GitHub Copilot (Agent Mode / Codex)🌐 DigitalOcean 🌐 Box

#DigitalOcean#Cuttlefish#Managed Agents#Claude Code#Codex#OpenCode#Box Mount#iPhone#HITL

Red HatRedHat·Collected 17d ago

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llm-d 1.0 ships: the Kubernetes-native open-source distributed inference stack led by Red Hat, IBM and Google hits production readiness, with vendors reporting 3,000 self-hosted coding agents at 5-10x lower cost than commercial APIs

At PyTorch Conference North America on Oct 20, the CNCF Sandbox project llm-d released version 1.0. It turns inference engines such as vLLM and SGLang into one coordinated serving pool, and 1.0 adds multi-tenant priority and fairness scheduling (flow control), router high availability with zero-downtime rolling upgrades (DisaggregatedSet), a v1 configuration API, and agent-aware session routing with Responses API state. Founded in 2025 by Red Hat, IBM, Google Cloud, CoreWeave and NVIDIA, the project has 500+ contributors, and JetBrains, DigitalOcean and Mistral already run it in production.

Key Takeaways

Scale (Red Hat press release, vendor-reported): GLM 5.2, roughly 753B parameters, on NVIDIA GPUs peaked at 6.6M output tokens per minute and served up to 3,000 concurrent coding agents with zero preemptions, 5-10x cheaper per token than equivalent commercial API pricing at cloud rental rates
Cache reuse: IBM says the prefix-aware router captured 97% of available cache reuse on an agentic coding workload; an IBM Research quantum error correction project saw ~98% prefix hits, ~$0.11 per million tokens, and 11.5x lower cost than an all-proprietary setup
Google Cloud figures: on Ironwood TPU, prefix-aware routing plus host memory offload cut median time-to-first-token by more than 85% and raised throughput 2.4x on an agentic coding workload; the Gemini platform doubled its prefix cache hit rate from 35% to 70%
New in 1.0: flow-control multi-tenant QoS, router hot-standby HA, DisaggregatedSet for coordinated prefill/decode rollouts, a v1 config API, and previous_response_id support in the Responses API
Ecosystem: 500+ contributors from 25+ organizations; JetBrains' free Junie Lite, DigitalOcean Serverless Inference and Mistral's tiered commercial traffic run on it; the GitHub v1.0.0 notes admit not every tracked goal shipped

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Linked Models & Agents:

⚡ GLM-5.2 🤖 Junie Lite 🌐 Red Hat 🌐 IBM 🌐 Google Cloud 🌐 NVIDIA 🌐 CoreWeave 🌐 CNCF

#LLM d#Kubernetes#vLLM#SGLang#KV Cache#PyTorch Conference

DigitalOcean@digitalocean·Collected 35d ago

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DigitalOcean Agent Droplets: harness + inference + 16k tools in one monthly plan from $50/$200

On 2026-10-01 DigitalOcean launched Agent Droplets for Managed Agents (public preview): Pro $50/mo (15% off) and Team $200/mo (20% off) bundling Harness Runtime microVMs, DO-hosted open-model inference (Kimi K3, GLM 5.3), session storage, and Action Gateway (16,000+ tools). Works with Claude Code, Codex CLI, OpenCode. Paired with prepaid Inference and Agents Balance.

Key Takeaways

Launch: https://www.digitalocean.com/blog/introducing-agent-droplets (2026-10-01); prior Managed Agents preview 2026-09-22
Pro $50/mo 15% off; Team $200/mo 20% off; $5 trial; unlimited agents/seats
Bundle: microVM harness, DO-hosted Kimi K3/GLM 5.3, storage, 16k+ tools; frontier Claude/GPT at list price
Overflow via Inference and Agents Balance ($5–$500); pause-with-snapshot at $0
Docs: https://docs.digitalocean.com/products/managed-agents/ — public preview caveats apply

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Linked Models & Agents:

⚡ GLM-5.3 ⚡ Kimi K3 🤖 Claude Code (Anthropic)🤖 openai-codex 🤖 opencode 🌐 digitalocean 🌐 Anthropic 🌐 OpenAI 🌐 alibaba

#DigitalOcean#Agent Droplets#Managed Agents#Harness Runtime#Action Gateway#Claude Code#Codex#OpenCode#GLM 5.3#Pricing

bolt.new@boltdotnew·Collected 53d ago

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Bolt Forge launches on bolt.new: open-weight coding agent free with up to 50x usage until Oct 14

bolt.new introduced Bolt Forge, an open-weight coding agent now live in the bolt.new model picker. Free until Oct 14 with up to ~50x usage and zero usage charges; lineup includes GLM 5.3 / GLM 5.3 Flash, Kimi K3, and DeepSeek v4 Pro. Opt-in builds help train a trillion-parameter-class model with Arcee; also announced $9/mo Bolt Lite (Forge included; join by Oct 14 to lock $9). Partners include Arcee, Microsoft, Vercel, Fireworks, and DigitalOcean.

Key Takeaways

Bolt Forge is live in bolt.new’s model picker as an open-weight coding agent.
Free through Oct 14 with up to ~50x usage and zero usage charges; GLM 5.3, Kimi, DeepSeek included.
Also ships $9/mo Bolt Lite with Forge; opt-in builds train a trillion-param model with Arcee.

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Linked Models & Agents:

⚡ GLM-5.3 ⚡ DeepSeek-V4 (Next-Gen MoE)🤖 Bolt.new 🌐 stackblitz

#Bolt Forge#bolt.new#open weights#GLM 5.3#DeepSeek#Kimi#Bolt Lite#Pricing