Karatasi 01, faharasa

Zana hii ni nini, na inahitaji nini?

ما هذه الأداة، وماذا تحتاج؟

Harness tano za mawakala wa kuandika msimbo wa AI, kila moja ikichorwa kutoka kwenye nyaraka zake: nani anaitengeneza, leseni yake, jinsi ya kuisakinisha, na siku tuliyoikagua mwisho.

Karatasi 1 / 4

Modeli huandika maandishi tu

Harness ni mzunguko unaoizunguka: husoma faili, huendesha amri, huita zana na kukuonyesha matokeo.

Karatasi 2 / 4

Ubongo unaweza kubadilishwa

Harness ileile, modeli tofauti. Hivyo ndivyo uwanja unavyotenga kile modeli inachoongeza.

Karatasi 3 / 4

Zana na kanuni

Kile inachoweza kugusa, na maelekezo inayosoma kabla ya kuanza.

Karatasi 4 / 4

Mahali unapokutana nayo

Mzunguko huohuo unaweza kuishi kwenye terminal, kihariri, programu ya kompyuta au programu ya gumzo.

FIG. 1

Harness: Claude Code, Codex CLI, Hermes Agent, OpenClaw

DeepSeek huendeshwa ndani ya Claude Code kupitia API ya muundo wa Anthropic

hermes model hubadilisha Hermes Agent kati ya watoa huduma

MCP huunganisha zana za nje; plugin hubeba ujuzi, mawakala, hooks na seva za MCP

CLAUDE.md husomwa mwanzoni mwa kila kipindi; Claude Code pia inaweza kusoma AGENTS.md

Claude Code: terminal, IDE, programu ya kompyuta, wavuti

OpenClaw: Telegram, WhatsApp, Slack, Discord, Signal

Chuja faharasa5 / 5

Harness	Mtengenezaji	Aina	Leseni	Ilikaguliwa
01 Claude Code	Anthropic	Coding agent: terminal, IDE, desktop app, web	Proprietary	2026-09-30
02 Codex CLI	OpenAI	Coding agent that runs locally in the terminal	Apache-2.0	2026-09-30
03 Hermes Agent	Nous Research	Self-improving agent with a learning loop	MIT	2026-09-30
04 OpenClaw	OpenClaw Foundation	Personal AI assistant that lives in your chat apps	MIT	2026-09-30
05 DeepSeek	DeepSeek	Model provider; runs inside Claude Code through an Anthropic-format API	API service	2026-09-30