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Stacks/ student-coding-shoestring

Student Coding Stack

Full agentic coding setup cheaper than lunch — Chinese models, cheap API credits and a free editor.

Open in Noemium

observed by @whysanesandersVerified 2026-08-19

$23/mo

difficulty: intermediate

Shoestring tradeoff. Free CLIs (Kimi, Qwen) plus Zed and Gemini's free quota. No GLM flat-rate agent, no DeepSeek bulk. The week before a deadline, daily caps are the $23 you skipped.

Shoestring twin → Student Stack: Zero Budget$0/moA different $0 recipe: GitHub Education Copilot plus NotebookLM, not Chinese CLIs. Use it if you can verify student status; this stack's $0 cut does not need that.

The components — what each one costs

  • GLM Coding PlanLite ~$18/mo, Pro ~$72/mo, Max ~$160/mo (annual billing $151.20/$604.80/$1,344/year); rate/allowance caps apply
  • DeepSeek APIno free API tier; V4 Flash peak $0.44 input (cache miss) / $0.014 cache hit / $1.32 output per 1M, V4 Pro peak $1.32 input / $0.044 cache hit / $3.96 output per 1M; off-peak 50% off (01:00–04:00, 06:00–10:00 UTC); effective 2026-08-16 16:00 UTC
  • Kimi CodeCLI is free/MIT; hosted coding membership ~$19–$39/mo depending on region; API billed separately at Kimi API rates (K3 $3/$15 per 1M)
  • Zededitor free; Pro $10/mo includes $5 token credits, overage at API list price +10%; Business $30/seat/mo; BYOK free
  • Total$23/mo

The recipe

  1. Flat-rate agent: GLM Coding Plan (Lite ~$18/mo). The cheapest flat-rate coding subscription that plugs into an Anthropic-compatible CLI. Use it for features, refactors and autocomplete-class work without watching token meters.
  2. Bulk API: DeepSeek (~$5/mo pay-as-you-go). Schedule test generation, bulk renames and log triage into the 50%-off off-peak windows. Cache-hit pricing makes repetitive prompts nearly free.
  3. Free driver: Kimi Code CLI (free/MIT). The open-source CLI is free; run it with your own DeepSeek or GLM keys for extra capacity. Use it when the GLM plan hits its rate cap or when you want to A/B a second model.
  4. Free editor: Zed. Fast Rust editor with a built-in agent panel. Bring your own GLM or DeepSeek key and skip the hosted AI plan entirely.
  5. One spec file, all agents. Write an AGENTS.md with your style and testing rules. Every CLI in this stack reads it, so behavior stays consistent even when you swap the model underneath.
  6. Route by stakes. Homework scripts and throwaway prototypes → DeepSeek and GLM. Assignments you will be graded on → review with Kimi or a second pass from GLM.
  7. Track the API tab. DeepSeek is cheap, not free. A $5/mo budget is plenty if you batch and use off-peak; it is also easy to blow if you generate a whole repo in one prompt.

What you pay

  • GLM Coding Plan — Lite, ~$18/mo. The entry flat-rate tier is cheaper than lunch and covers daily agentic work; Pro is overkill until you hit the Lite rate cap.
  • DeepSeek API — pay-as-you-go, ~$5/mo. Off-peak batch usage at student volume; the peak rates are still cheap, but there is no reason to pay them.
  • Kimi Code — free CLI / BYOK, $0/mo. The hosted membership costs money, but the open-source CLI plus your own GLM or DeepSeek key is free.
  • Zed — editor free / BYOK, $0/mo. The editor is open source and free; skip the hosted AI plan and point the agent panel at your own keys.

When this breaks down

Regional payment friction, English-language documentation gaps and the occasional model that just does not understand your framework. This stack is powerful and cheap, but it requires more troubleshooting than Cursor or Copilot. If a deadline is tight, the extra dollars for a US subscription buy peace of mind.

Sources

  1. 1aipricing.guru
  2. 2api-docs.deepseek.com
  3. 3codeagentswarm.com
  4. 4zed.dev

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