token-saving

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#token-saving

How saving tokens with KV caching works

Reddit r/ArtificialInteligence ↗ · 2026-09-28

The article discusses how optimizing context structure for KV caching can significantly reduce the cost of running AI agents, based on insights from an OpenAI podcast during migration to GPT 5.6.

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#token-saving

@goan999999: Jev is really popular, proving it's a great tool. This content has directly propelled me to the top of the KOL rankings, satisfying my vanity. Thanks to the enthusiasm of the fans. Everyone should start studying this seriously—it's a complementary tool to chatgpt. Assign decision problems to Jev, reasoning problems to gpt. With this combination, it can save at least...

X AI KOLs Following ↗ · 2026-09-20 Cached

Jev is a decision-making tool complementary to ChatGPT, capable of quickly handling decision problems, saving tokens and reducing costs, recommended for saving time and expenses.

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#token-saving

@Saccc_c: Holy shit, there's actually a way to operate the computer that's faster than the built-in computer use in Codex I tried…

X AI KOLs Timeline ↗ · 2026-09-18 Cached

The author shares 'Jev Use', an enhanced computer use tool built with Codex and Jev, claiming it's faster and smoother than Codex's built-in version with similar token consumption.

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#token-saving

@rubenhassid: You pay $20/month for a Claude subscription. But you still hit the limit by 2 pm. I did too, until I understood how Cla…

X AI KOLs Timeline ↗ · 2026-09-01 Cached

The article shares nine tips for optimizing Claude subscription usage to avoid hitting token limits, such as reducing file sizes, planning in chat, and batching requests.

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#token-saving

Show HN: AgentSight – eBPF observability for AI agents, no code changes

Hacker News Top ↗ · 2026-08-21 Cached

ANOLISA is an agentic operating system layer for AI agent workloads, featuring eBPF-based observability via AgentSight, token optimization, and runtime management without code changes.

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#token-saving

@sairahul1: How to use Claude Code all day without hitting limits. This setup saves at least 60% of your Claude token consumption —…

X AI KOLs Timeline ↗ · 2026-08-21 Cached

This guide provides a step-by-step method to use Claude Code with the OpenAI Codex plugin and a 3-model workflow involving GPT-5.6 variants to reduce token consumption by at least 60% and avoid usage limits.

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#token-saving

@Lonely__MH: Friends of Claude who haven't been banned, gather! The official has launched a token-saving tip—Claude Code now supports Concise (streamlined) output style! No fluff, just results. Shorter replies, faster response, details still preserved, efficiency maxed out. Command-line Agent in multi...

X AI KOLs Timeline ↗ · 2026-08-20 Cached

Claude Code introduces the Concise output style, saving tokens by reducing verbose replies, making interactions faster and more efficient while preserving key details.

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#token-saving

@browser_use: Try hermes agent with out cloud browsers to bypass the hardest stealth We give you 15 USD for free (which will last you…

X AI KOLs Timeline ↗ · 2026-08-11 Cached

Browser Use promotes the Hermes agent with cloud browsers for stealth browsing, offering $15 free credit at $0.02/h pricing, and highlights Browser-Use CLI 3.0's backend delivering 60% less token spend.

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#token-saving

@BTCqzy1: Codex 5.6's Most Powerful Hidden Prompt: Make AI Stop Blindly Executing and Find Mistakes for You First! Many people's most heartbreaking moment with Vibe Coding: AI spends hours writing code, runs out of tokens, and only then you realize—the direction was wrong from the start. Because AI is good at execution, but won't...

X AI KOLs Following ↗ · 2026-08-08 Cached

This article shares a hidden prompt for Codex 5.6 that lets AI review the requirements for erroneous premises, logical gaps, and risks before accepting a task, thereby reducing rework and saving tokens.

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#token-saving

@sunmer575399: Recommending an open-source project I've been using recently, caveman, 77.3k stars. It can cut Claude Code conversation tokens by 65%, by making the AI reply in caveman grammar, saving money. I ran a week's worth of work, and the bill was literally halved. No need to change your workflow, just install it as Cla…

X AI KOLs Timeline ↗ · 2026-08-04 Cached

Recommending an open-source project, caveman, which reduces output tokens by making AI reply in caveman grammar. It can save 65% of prose tokens and 8.5% of agentic coding task tokens, and is compatible with 30+ AI agent tools.

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#token-saving

@RayFernando1337: I finally cracked it! There is a better way to run Codex agents without the slop. As bonus it saves you tokens! Enginee…

X AI KOLs Following ↗ · 2026-08-04 Cached

Ray Fernando shares a workflow tip for running Codex agents more efficiently, claiming it avoids messy output and saves tokens, and is used by engineers at top FANG companies.

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#token-saving

@Saccc_c: Found a trick in Codex to quickly get context and save tokens: when you notice the Codex session context is almost full, simply start a new session and enter in the conversation: "@[old session], summarize the core information and continue task execution"

X AI KOLs Following ↗ · 2026-08-02 Cached

Shared a trick in Codex to quickly get context and save tokens: when the session context is almost full, start a new session and reference the old session to summarize core information, then continue task execution.

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#token-saving

This guys are freaking insane.

Reddit r/AI_Agents ↗ · 2026-07-16

The article discusses a beta test of a product offering 1000 free recalls and up to 150x reduction in token costs, with infinitely expandable memory banks usable across sessions and models.

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#token-saving

@hyperbrowser: Coding agents waste a lot of tokens just figuring out how a site is structured before they can touch it. Map it once in…

X AI KOLs Following ↗ · 2026-07-06 Cached

Agentmap is an open-source tool that crawls any website and converts it into a structured map of pages, flows, and data, enabling coding agents (like Claude Code, Cursor) to skip blind exploration and directly perform tasks, saving tokens.

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#token-saving

Let Fable use its own judgement rather than dictating how it should work (2 minute read)

TLDR AI ↗ · 2026-07-06 Cached

Practical tips for using AI coding tools like Fable and Opus: let them apply their own judgement instead of dictating behavior, and delegate smaller tasks to lower-power models via subagents to save tokens and improve efficiency.

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#token-saving

@Ryrenz: The token-saving artifact for coding agents has arrived—cocoindex-code, one command for semantic search on your codebase. Just open-sourced, quickly gaining stars with the selling point of "saving 70% tokens". Enabling agents like Claude Code, Codex…

X AI KOLs Timeline ↗ · 2026-06-29 Cached

cocoindex-code is an AST-based semantic code search tool that can be quickly integrated into coding agents, saving up to 70% tokens and improving search efficiency.

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#token-saving

I combined the existing token-saving tools for Copilot and Claude Code into one installer

Reddit r/AI_Agents ↗ · 2026-06-20

A developer created a unified installer that combines existing token-saving tools like OpenSpec, RTK, and ccusage for Copilot and Claude Code, with a command-line interface that shows real token consumption savings.

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#token-saving

@NFTCPS: Guys, using DeepSeek V4 Pro to run Codex, the tokens burning a hole in your pocket? You gotta know these two skills. token-saver: after modifying code, just returns a path + done, no extra words. Tests show it saves 60-80% tokens memory…

X AI KOLs Timeline ↗ · 2026-06-18 Cached

Codex skills optimized for DeepSeek V4 Pro, saves 60-80% tokens by freezing skill files and minimal output, with cross-conversation persistent memory capability.

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#token-saving

@GYLQ520: Attention AI Agent developers! Token costs burning a hole in your pocket? There's an open-source tool called curl.md that converts web pages to Markdown format for AI, slashing token consumption significantly. Choose from CLI, browser extension, or API usage. Cursor, Claud…

X AI KOLs Timeline ↗ · 2026-06-14 Cached

curl.md is an open-source tool that converts web pages to optimized Markdown format for AI agents, significantly reducing token consumption and cost. It offers CLI, browser extension, and API usage, with integrations for Cursor, Claude, and other agents.

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#token-saving

@QingQ77: Compress any code repository into a structured context package readable and verifiable by AI programming agents, saving tokens and avoiding context loss. https://github.com/whut09/Repo-to-Agent-Context… A TypeScript…

X AI KOLs Timeline ↗ · 2026-06-11 Cached

Introducing a TypeScript CLI tool Repo-to-Agent-Context that can compress any code repository into a structured context package readable by AI programming agents, saving tokens and avoiding context loss.

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