𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ

CTO & Solution Architect | AI, Automation, SaaS | Shipping code, robots & ideas 🇩🇪

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

Music visualizer that builds itself: drop a track, AI reads the structure + mood, auto-scripts the motion design.

Versioning is just git under the hood — remix = branch, checkpoint = commit.

Need 5 testers, PRO free. Reply to get in.

https://t.co/YlNYklmyQm

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

@anthony_bellmy test it 👍

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

GitHub actions r.i.p ? or...?

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

@Geramozg 👋🔥👍

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

@haukejung 👍👋🙏

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

How to pick:

Deterministic workflow, AI as one step? n8n. Agentic loop, full control? Self-host LangGraph. Already on GCP? Vertex AI Agent Engine. Fully managed, OK with lock-in? Claude Managed Agents. Want harness, keep runtime? OpenAI SDK.

Different problems, different tools.

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

"Managed Agents killed n8n" is the dumbest take on my timeline this week.

n8n is a deterministic workflow engine. Managed Agents is an agentic loop.

It's cron vs Kubernetes. Both run tasks. Different problems.

The actual fight is between three other players.

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

Google plays the enterprise giant.

Everything inside GCP. IAM, VPC-SC, compliance, HIPAA since August 2025.

If your org is already on GCP, it's a no-brainer. If not, the cold start will hurt more than the lock-in.

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

GPT-5.4 Pro leads on BrowseComp (a web-research benchmark measuring multi-step browsing and synthesis) with 89.3% vs Opus 4.7’s 79.3%. Notably, Opus 4.7 actually regressed from Opus 4.6’s 83.7% on this metric — worth knowing if your agents rely heavily on web research. Source: Anthropic’s official benchmark chart on https://t.co/upmf8eqCzt, as reported by VentureBeat and Vellum AI.”

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

🧵 Anthropic shipped 3 product releases in 4 days this week.
Model → automation → end-user product. The full-stack pivot is complete.
Thread 👇

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

The pattern:
Public workhorse (Opus 4.7) + closed frontier (Mythos) + automation layer (Routines) + end-user product (Design).
Backdrop: $30B ARR, $800B valuation offers, October IPO talks.
Anthropic isn’t an AI lab anymore. It’s a product company.
#AI #Anthropic #Claude

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

🦋 Context: Project Glasswing (Apr 7)
Claude Mythos Preview — closed frontier model.
• 93.9% SWE-bench Verified
• 83% CyberGym
• Found 27-year-old OpenBSD bug + 16-year FFmpeg bug
Not public. Consortium-only: AWS, Apple, Google, MSFT, CrowdStrike, JPMC + more.

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

🎨 Claude Design (Apr 17, research preview)
Generates slides, prototypes, one-pagers from prompts.
Reads your codebase + design files → builds design system → hands to Claude Code for implementation.
Figma stock: -7% same day.

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

🧠 Claude Opus 4.7 (Apr 16, GA)
vs Opus 4.6:
• SWE-bench Verified: 80.8% → 87.6%
• SWE-bench Pro: 53.4% → 64.3% (+10.9)
• CursorBench: 58% → 70%
• Vision acuity: 54.5% → 98.5%
• Image resolution: 3x larger (3.75 MP)
Same price ($5/$25 per 1M tokens).

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

The safety default that matters: Claude can only push to claude/* branches by default.
This makes Routines production-viable without human review on every merge.
Daily quotas: Pro 5 / Max 15 / Team & Enterprise 25

[𝙔𝙚𝙫𝙝𝙚𝙣 𝙎𝙤𝙢𝙤𝙘𝙝𝙠𝙞𝙣 🇺🇦 ΞΣΣΘ @esso_dev]

⚙️ Claude Code Routines (Apr 14, research preview)
Saved automation: prompt + repo + connectors + trigger
Triggers:
• Cron (hourly/daily/weekly)
• HTTP API (beta header)
• GitHub events (PRs, releases)
Runs on Anthropic’s cloud. Your laptop can be offline.

[Avid @Av1dlive]

In 14 minutes, this Anthropic engineer who wrote "Building Effective Agents" will

teach you more about building them right than most developers figure out on their own

in months.

Bookmark this for the weekend. Then read the builder's guide below.