Blog
Long-form. Practical.
Editorial clusters — cost optimization, fixing real errors, how kRouter works, honest comparisons, provider reviews, and launch notes. Written by Klaw, our in-house Kodelyth AI agent, edited by humans.
OpenCode MissingSessionID: what the x-opencode-session error means and how to fix it
OpenCode Go now rejects every request without an x-opencode-session header, returning HTTP 400 MissingSessionID. Here is what changed, why proxies and gateways broke overnight, and how to fix it in kRouter or in your own client.
Save money
· 14 postsFree AI coding assistant: what is actually free in 2026
Most "free AI coding assistant" lists are trials with a paywall two weeks in. Here is what is genuinely free, what it costs you in limits, and how to combine several into something that does not stop.
Best AI coding assistant in 2026: how to actually choose
Nine tools, and the honest answer is that three questions decide it -- not a feature table. Cursor, Cline, Continue, Claude Code, Codex, Kiro, Antigravity and Gemini CLI compared on what actually differs.
Claude Code without a subscription: 6 backends that actually work
Claude Code reads ANTHROPIC_BASE_URL, which means the CLI and the subscription are separable. Here are six backends that serve Claude models -- what each costs, which models it carries, and where each one breaks.
GitHub Copilot free alternative: use the subscription you already pay for
Copilot includes Claude Opus 4.7, Sonnet 4.5, Haiku 4.5, GPT-5.x and Gemini 3.1 Pro. Most subscribers never use any of it outside the editor. Here is how to reach it from any tool.
Codex CLI free: run GPT-5 without paying for the API twice
A Codex plan bundles GPT-5.x access. Every other tool on your machine bills the direct API separately. Here is how to stop double-paying, with the models each backend actually carries.
Free Claude API access in 2026: the routes that actually work
Claude models are available through several providers that do not bill per token. Here is which ones are real, what each one limits, and how to use them from a normal client.
ANTHROPIC_BASE_URL: point Claude Code at any model you want
Claude Code reads two environment variables that let it talk to any OpenAI-compatible endpoint. That one fact is what makes it usable without an Anthropic subscription.
Use GitHub Copilot as a native Claude endpoint with kRouter
kRouter routes Claude models on GitHub Copilot through Copilot's native /v1/messages endpoint, preserving tool-use, thinking blocks, and prompt-cache counts. Use the Copilot seat you already pay for as a Claude backend.
Headroom: the token saver that reclaims your context window
kRouter's Headroom token saver de-duplicates and compresses conversation context before it reaches the model, proven at 92.4% savings on code-heavy requests. Here is how it works and how it stacks with RTK and Caveman Mode.
The true cost of Cursor Pro — what $20/month actually buys you
Cursor Pro is $20/month. But the bundled requests run out fast. We break down the real annual cost including overflow, compare with Windsurf Pro and Cursor Business, and show how kRouter combos cut it in half.
Why your Cline bill is $200/month (and how to fix it)
Cline is the most token-hungry coding agent on the market. Here is exactly where your money goes — broken down by tool type — and how RTK compression plus Caveman Mode cuts it by 60%.
The cheapest LLMs for coding in 2026 -- real numbers
We benchmarked the actual cost per million tokens of every coding-capable LLM available in 2026, including Atomesus. GLM, MiniMax, Kimi, DeepSeek, Mistral -- here is the leaderboard with kRouter-tested numbers.
5 free Antigravity-powered coding setups for 2026
Antigravity gives you Gemini 3 Pro and Claude through Vertex with $300 free credits. Here are five free coding stacks built around it, with the v0.5.46 anti-ban fix and full setup steps.
Kiro AI vs Claude Pro: which is actually cheaper in 2026?
Kiro AI gives you free Claude 4.5. Claude Pro is $20/month for the same model. We ran both for a month through kRouter, tracked every request, and here is the honest comparison with real combo configs.
Fix an error
· 4 postsOpenAI insufficient_quota: you are not out of credits, here is what is wrong
The insufficient_quota error almost never means your balance is zero. It usually means billing was never activated, credits expired, or you are on a project key with no budget.
Gemini 429 RESOURCE_EXHAUSTED: quota or rate limit, and how to fail over
Google returns the same 429 for a per-minute rate limit and a spent daily quota. Telling them apart decides whether you wait 60 seconds or stop retrying for a day.
"You've hit your usage limit" in Cursor: what it means and three ways around it
Cursor's usage limit is not one limit -- it is fast requests, slow pool, and per-model caps behaving differently. Here is which one you hit and what actually restores your workflow.
Claude Code "rate limit exceeded": every cause and the actual fix
Claude Code stops mid-task with a rate limit error. There are four different limits it could be hitting, they need different fixes, and the one everyone tries first usually makes it worse.
How kRouter works
· 22 postsRedact PII before it reaches the model, not after
kRouter can strip names, emails, keys and IDs out of a request before it leaves your machine for any provider -- and reject the request outright if redaction fails, rather than sending it anyway.
What is an LLM gateway, and do you actually need one?
Gateway, proxy, router, aggregator -- four words for overlapping things. Here is what each one actually does, the problem they exist to solve, and the honest case for not running one.
kRouter is a multimodal AI gateway, not just an LLM router
kRouter proxies eight AI modalities through one local OpenAI-compatible endpoint: chat, text-to-speech, speech-to-text, image, video, embeddings, web search, and web fetch across 90+ providers. One base URL, one SDK, every modality.
Live model catalog: kRouter fetches every provider model in real time
kRouter stopped hardcoding model lists. It now fetches the current model catalog from every API-key provider live, so new models appear the day they launch — no app update, no waiting.
Antigravity account keeps getting banned? Here's the real fix
If your Antigravity account gets a "verify your account" 403 every day or two, the problem is usually how your router recovers from the error -- not the account. Here is what actually triggers it and how to stop the loop.
Kiro headless auth: run free Claude on a server with an API key
kRouter v0.5.118 adds Kiro API-key (ksk_) headless authentication — no browser OAuth, no refresh token. Perfect for VPS, CI, and headless deploys that cannot do an interactive login.
Getting duplicate AI replies? The response-cache gotcha, explained
If your AI assistant answers a new question with the previous answer, a naive response cache is usually the cause. Here's why it happens on IDE-driven providers like Antigravity and how kRouter's cache guards prevent it.
How to route Claude Desktop, Antigravity, and GitHub Copilot through a local proxy
How kRouter uses local MITM interception with DNS overrides and a generated CA to route Claude Desktop, Antigravity, and Copilot through your free tiers.
One API for AI video: routing Grok Imagine through kRouter
kRouter now proxies AI video generation alongside chat, TTS, STT, image, and embeddings. A single OpenAI-compatible endpoint covers Grok Imagine and every other modality. Here is the unified video surface.
Building a sub-5ms failover proxy: Moving from SQLite to RAM
How kRouter v0.5.69 eliminated SQLite writes from the hot path to achieve instant account failover using an in-memory HealthCache, cutting failover latency from 50ms to under 1ms.
How the Zenith routing engine eliminates AI rate limit stalls
kRouter v0.5.75 replaces dumb sequential failovers with the Zenith Score Engine, mathematically pre-ranking providers by live TTFB latency and quota headroom so you never hit a 429 stall.
How kRouter's Agent Skills auto-configure your AI tools
kRouter ships 8 pre-built Agent Skills that teach AI agents how to use all of its endpoints -- chat, TTS, STT, image, embeddings, search, and more. Here is how to use them in agentic workflows.
How to use kRouter as a unified text-to-speech API
kRouter proxies much more than just LLM chat. Here is how to unify your Text-to-Speech, Speech-to-Text, and Image generation pipelines across OpenAI, Google, NVIDIA, and MiniMax through one local endpoint.
The security checklist for self-hosting an AI router
Running kRouter on a VPS means your OAuth tokens, API keys, and prompts live there. Here is the security checklist — including MITM CA safety, anti-loop guard internals, and prompt isolation.
How to build a cheap autonomous coding agent with kRouter
Skip the SaaS markup. Here is a 50-line OpenAI-compatible coding agent that runs on free providers via kRouter, total monthly cost under $5.
How to route Claude through AWS Bedrock with kRouter
Bedrock gives you Claude with enterprise compliance, regional control, and PrivateLink. Here is how to wire it into kRouter as a provider, with format translation details and multi-region failover.
Anthropic rate limits explained: a deep dive for heavy users
Why you hit rate limits on Claude even when you have credits. We decode Anthropic's tier system, the TPM vs daily quota trap, and show how kRouter's atomic backoff prevents retry storms.
OpenAI to Claude to Gemini: how kRouter translates 9 formats live
Every AI provider speaks a slightly different JSON dialect. Here is how kRouter translates between OpenAI, Claude, Gemini, Cursor, Kiro, Vertex, Antigravity, Ollama, and Responses formats on the fly — with concrete before/after examples.
Run your own AI router on a $5/month VPS
How to deploy kRouter to a $5/month Hetzner or DigitalOcean VPS and route your team's AI traffic through it. Tailscale-friendly, nginx-fronted, zero vendor lock-in.
Multi-account routing: never hit a rate limit again
How to stack multiple accounts on the same provider for round-robin routing in kRouter. Quota multiplication with Zenith Score ranking and HealthCache sub-1ms failover.
Why your AI agent eats 40% of its budget on tool outputs
Tool results (git diff, ls, grep, tree, file reads) are the silent token tax on agentic coding. RTK compression in kRouter cuts that by 20-40% per request, losslessly. Plus: how Caveman Mode saves another 65% on output.
Use Antigravity through kRouter without getting your Google account banned
Antigravity's verify-your-account 403 ban is a real bug in many integrations. Here is why it happens — string vs numeric enums in loadCodeAssist — and how kRouter fixes it at byte level.
Comparisons
· 10 postsOpenRouter alternative: when self-hosting is worth it, and when it is not
OpenRouter is one key, hundreds of models, zero operations, and a markup on every request. Self-hosting removes the markup and the third party. Here is the honest trade.
LiteLLM vs kRouter: they solve different problems
LiteLLM is a Python proxy for teams standardising LLM access with budgets and observability. kRouter is a local app for one developer stacking free tiers. Picking wrong wastes weeks.
GitHub Copilot vs Cursor: you may already be paying for both
Copilot and Cursor overlap more than most subscribers realise -- both serve Claude and GPT-5. Before paying for the second one, it is worth knowing what the first already includes.
Gemini CLI vs Claude Code: context window against agent quality
Gemini brings an enormous context window and a generous free tier. Claude Code brings the better agent loop. Which wins depends on whether your problem is size or difficulty.
Cline vs Cursor: the bill is the whole difference
Cursor bundles the model into a subscription. Cline is free and bills you per token. Same work, wildly different invoices -- and which is cheaper depends entirely on how you use it.
Claude Code vs Codex CLI: two terminal agents, two philosophies
Both live in your terminal, read your repo, and edit files. They differ in how much autonomy they take, how they handle context, and -- crucially -- whether you can repoint them.
Cursor alternatives that are actually free in 2026
Most "free Cursor alternative" lists are free-tier trials with a paywall two weeks in. These are the ones with no per-token bill, and the honest trade-off each one carries.
How to use Kiro IDE with any OpenAI model via MITM Passthrough
Kiro Desktop hardcodes its API endpoints. In v0.5.74, kRouter shipped perfect MITM passthrough with tool ID sanitization, anti-loop guards, and prompt cache preservation.
Windsurf vs Cursor: which AI IDE actually feels better in 2026?
Cursor still dominates, but Codeium's Windsurf has gotten genuinely competitive. We compare them on real workflows and show how kRouter cuts the bill for both.
Claude Code vs Cursor — a 30-day real-world bake-off
We ran Claude Code and Cursor side by side for a month on a real Next.js codebase. Here is which one actually shipped more features, and how kRouter made the combined bill irrelevant.
Provider reviews
· 3 postsThree new providers in kRouter: Featherless, Venice AI, and Perplexity Agent
kRouter just added Featherless (open-model presets), Venice AI (private, uncensored inference), and Perplexity Agent (GPT, Claude, Gemini and Sonar through one Responses API). Here's what each one is and how to wire it up.
DeepSeek V3 vs GPT-5 for coding: the price-performance shock
DeepSeek V3 charges $0.70/M and matches GPT-5 on most coding benchmarks. We tested both — plus DeepSeek R1 — on real refactors to see if the numbers hold up.
Ollama vs LM Studio: the local AI showdown for 2026
Ollama, LM Studio, vLLM, and llama.cpp all run open-weight models on your hardware. We compare them across speed, model catalog, IDE integration, and show how kRouter unifies local + cloud.