Automater

Every AI session, remembered. Free Windows tray for Claude Code, Codex, Gemini, Grok, and the rest. Ten assistants, one boss.

[Automater @automater_ai]

Ten assistants. One boss.

If you run Claude Code, Codex, and Kimi in the same week, the mess isn't the models. It's the sessions, the tokens, and the fact that none of them share a memory.

https://t.co/aIEkVAvlH0

#AgentOps

[Automater @automater_ai]

DeepSeek collapsed the cost of running agents.

We priced one real workflow across three tiers, down to $0.14/M, and marked which steps to re-route.

https://t.co/aOAT69bTTL

#DeepSeek

[Automater @automater_ai]

Fable 5 vs GPT-5.6 vs Gemini 3.1, scored for real agent work.

Plus the open models closing the gap faster than the scoreboard admits.

https://t.co/AezjDARXbC

[Automater @automater_ai]

DeepSeek, Qwen, Kimi, GLM: a lab-by-lab guide for agent work.

Capability, licenses, access, and the trust questions nobody puts in the launch thread.

https://t.co/QfM0vVR5wZ

[Automater @automater_ai]

Kimi K3, GLM-5.2, DeepSeek V4, Qwen3-Coder-Next.

Verified figures, prices, deployment lanes, and how to pick the best open model for agent work.

https://t.co/UxkzpykMR8

#OpenSourceAI

[Automater @automater_ai]

Most open-weight models cannot drive a coding agent.

We define agent-fitness, profile DeepSeek V4 to Kimi K3, and map serving plus hardware.

https://t.co/SipvbuOZU6

[Automater @automater_ai]

What "open source AI" actually means in 2026, and the stack that runs on it.

Models, runtimes, orchestration, MCP, three recipes.

https://t.co/wFpPQYxNMf

#OpenSourceAI

[Automater @automater_ai]

Agents heal failing pipelines. Pipelines govern machine commits.

Both directions, plus git rules and an adoption plan.

https://t.co/r0xqMQS1Qk

[Automater @automater_ai]

The test harness, rebuilt for agents: sandboxes, replayed tools, trajectory checks, budget caps.

Defined in 49 words, then made usable.

https://t.co/52euVUcrZg

[Automater @automater_ai]

Evals for software that acts: four grader types, pass@k worked examples, and a five-step plan for your first suite in a week.

https://t.co/znX9DRl0Rh

[Automater @automater_ai]

The 2026-07-28 MCP spec retires sessions, replaces elicitation with MRTR, and hardens OAuth.

What changed, why, and how to migrate servers and clients.

https://t.co/Kn1ejZ5DOD

#MCP

[Automater @automater_ai]

The lethal trifecta. Prompt injection. MCP hardening.

Controls that actually bound blast radius, not a slide that says "be careful."

https://t.co/JNoenm6Zcs

#AISecurity

[Automater @automater_ai]

The June 2026 government CSI made MCP security official.

Threat classes, a hardening checklist mapped to the guidance, and the new auth upgrades.

https://t.co/99P9hLCCDy

#MCP

[Automater @automater_ai]

MCP after the 2026 stateless spec: how it works, real client configs, security, and how to ship a server.

The power-user guide, not the homepage.

https://t.co/ClDzm7sc35

#MCP

[Automater @automater_ai]

Manus, Genspark, Devin, ChatGPT agent, Claude Cowork.

What an agent workspace actually delivers in 2026, on task fit, price, and trust.

https://t.co/urilwItHif

[Automater @automater_ai]

Muse Code: Meta's beta terminal coding agent, Muse Spark 1.2 under it, 59.3% on DeepSWE.

Open questions, and how to trial it without betting the repo.

https://t.co/1Rmk2racFe

[Automater @automater_ai]

Copilot CLI after the AI-credit switch. Grok still missing a real CLI. Amazon Q with blocked signups.

The honest review of the second-tier US harnesses.

https://t.co/2bkPwkiOkd

[Automater @automater_ai]

DeepSeek Harness: everything is a plugin. MIT license. Four modes. A session-log core. Real sandboxing.

Who should switch now, and who should wait.

https://t.co/uxoGKvMzwr

#DeepSeek

[Automater @automater_ai]

Voice-driven development grew up: push-to-talk hotkeys, local GPU speech-to-text, voice-to-spec.

Where dictation actually beats typing, plus a setup guide.

https://t.co/zWy7iYlOnT

[Automater @automater_ai]

Google shut Gemini CLI down on June 18. CI pipelines broke overnight.

What happened, how Antigravity CLI replaces it, and the 15-minute migration.

https://t.co/O4kGBNwnwO

#Gemini

[Automater @automater_ai]

Gemini CLI was not a one-off. iFlow, Roo Code, Cascade, and Phind died in 2026 too.

Dated casualty list, survivor traits, exit checklist.

https://t.co/KjkOmYpCAl