AshKmb

👨‍💻 Software Developer 📚 Life long learner 🧠 Anti Superstitions

[AshKmb @ashkmb_tech]

Proudly dedicated to Mother of Iran @ShahbanouFarah 💚🤍♥️👑
#Javidshah
#Pahlavims

https://t.co/aHA36E5udL

[AshKmb @ashkmb_tech]

New Weekly Digest released.
https://t.co/lvJOBHSOQy

[AshKmb @ashkmb_tech]

https://t.co/7h6Q4HLxfw
Weekly tech digest of w38 released. Chill mates 🍻

[AshKmb @ashkmb_tech]

34th weekly digest of Tech an AI trends published, watch it out:
https://t.co/QegLNqajCa

[AshKmb @ashkmb_tech]

Watch out the new weekly tech and AI digest:
https://t.co/rENpyvkKMN

[AshKmb @ashkmb_tech]

https://t.co/Umd5XheyoY

[AshKmb @ashkmb_tech]

I gave an AI agent passwordless sudo on a box in my house, on purpose.

Hermes runs native, not in a container, so it can actually see terraform, kubectl, aws, gh. The boundary isn't a sandbox, it's a Telegram allowlist + a dashboard password.

How it's wired:

[AshKmb @ashkmb_tech]

https://t.co/tqdsnjdiYL

[AshKmb @ashkmb_tech]

Opus 5: half the price of Fable 5, near-flagship numbers.

But the default that bites is quiet: thinking is ON now, so your max_tokens can truncate mid-answer. And "double-check your work" prompts backfire, because it self-verifies.

What actually changes on migration:

[AshKmb @ashkmb_tech]

Full breakdown, every benchmark explained in plain English:

https://t.co/0MwzfRjDWK

[AshKmb @ashkmb_tech]

Sonnet 5 dropped. I went looking for what changed under the hood.

Anthropic won't publish architectural details. So I read the 146-page system card, and realized I didn't actually know what any of the benchmark names meant.

Wrote a plain-English guide to all of them.

🧵👇

[AshKmb @ashkmb_tech]

→ Harness engineering: context + orchestration + eval matter more than the weights
→ Fowler's SPDD: prompts as reviewable assets
→ Your app read REDIS_PORT. Kubernetes had already overwritten it.

https://t.co/03PPvd7YoI

#Kubernetes #DevOps #LLMOps

[AshKmb @ashkmb_tech]

https://t.co/waLkg5IP3h
Updated link.

[AshKmb @ashkmb_tech]

New weekly digest: local coding agents, Kimi K2.7 in GitHub Copilot, OpenMontage, and 5 more on transformers, RL & NAS.
▶️ https://t.co/QuvIprGgOc
#AI #DevOps #MachineLearning #LLM

[AshKmb @ashkmb_tech]

New weekly digest: local coding agents, Kimi K2.7 in GitHub Copilot, OpenMontage, and 5 more on transformers, RL & NAS.
▶️ https://t.co/QuvIprGgOc
#AI #DevOps #MachineLearning #LLM

[AshKmb @ashkmb_tech]

Omnigent from @databricks is a meta-harness that wraps Claude Code, Codex, and custom agents behind one API with stateful policies and audit trails.

Wrote about the Kubernetes angle.

https://t.co/bV0COO8ktt

#Kubernetes #DevOps #AIAgents #PlatformEngineering

[AshKmb @ashkmb_tech]

Most teams misconfigure ConfigMap reloads, sleep on operators, and underuse coding agents. My weekly digest covers all three, plus the latest in Diffusion Models & Scaling Laws.
▶️ https://t.co/YTjzxuwsOz
#DevOps #AI #Kubernetes #MLOps

[AshKmb @ashkmb_tech]

Week 25 Tech digest release by my Agentic AI.🚀
https://t.co/lsl6HAYzUa
#techlife

[AshKmb @ashkmb_tech]

Everything important in tech and AI for Week of June 21, 2026.
https://t.co/lsl6HAYzUa

#TechTrends

[AshKmb @ashkmb_tech]

https://t.co/14tWUypW0P

[AshKmb @ashkmb_tech]

https://t.co/77RKHi568g

[AshKmb @ashkmb_tech]

https://t.co/DmcSPYrzwi