Free tool to save paid context: TopoAccess routes repo discovery locally before the model call. Share it with anyone using Codex, Claude Code, Cursor, Aider, OpenHands, or OpenClaw. #SaveTheTokens #DevTools #LLM #OpenSource github.com/mikeanderson42/TopoAccess
April 29, 2026 at 4:16 PM
Free tool to save paid context: TopoAccess routes repo discovery locally before the model call. Share it with anyone using Codex, Claude Code, Cursor, Aider, OpenHands, or OpenClaw. #SaveTheTokens #DevTools #LLM #OpenSource github.com/mikeanderson42/TopoAccess
Small dev tool, expensive problem: coding agents burn tokens rediscovering repos. TopoAccess is free and local, so file/test/command lookup happens before the model call. #SaveTheTokens #IndieDev #DevTools #LLM #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:02 PM
Small dev tool, expensive problem: coding agents burn tokens rediscovering repos. TopoAccess is free and local, so file/test/command lookup happens before the model call. #SaveTheTokens #IndieDev #DevTools #LLM #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
Your favorite AI coding tool still needs clean repo context. Share TopoAccess: free, local, model-agnostic, built to reduce token burn and usage waste before the LLM call. #SaveTheTokens #Claude #Codex #Cursor #Aider #OpenSource #DevTools github.com/mikeanderson42/TopoAccess
April 29, 2026 at 4:18 PM
Your favorite AI coding tool still needs clean repo context. Share TopoAccess: free, local, model-agnostic, built to reduce token burn and usage waste before the LLM call. #SaveTheTokens #Claude #Codex #Cursor #Aider #OpenSource #DevTools github.com/mikeanderson42/TopoAccess
Stop treating paid model context like grep. TopoAccess is free, local, model-agnostic repo intelligence for coding agents. Exact lookup first. Cleaner prompts second. #SaveTheTokens #BuildInPublic #DevTools #AICoding #OpenSource #Codex github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:01 PM
Stop treating paid model context like grep. TopoAccess is free, local, model-agnostic repo intelligence for coding agents. Exact lookup first. Cleaner prompts second. #SaveTheTokens #BuildInPublic #DevTools #AICoding #OpenSource #Codex github.com/mikeanderson42/TopoAccess
AI coding tools are moving fast, but token waste is still everywhere. Share TopoAccess with anyone using agents on real repos. Free local lookup first, smaller model calls second. #SaveTheTokens #AICoding #LLM #OpenSource #AItools github.com/mikeanderson42/TopoAccess
April 28, 2026 at 1:57 PM
AI coding tools are moving fast, but token waste is still everywhere. Share TopoAccess with anyone using agents on real repos. Free local lookup first, smaller model calls second. #SaveTheTokens #AICoding #LLM #OpenSource #AItools github.com/mikeanderson42/TopoAccess
Small ask: repost so more builders can save usage. TopoAccess is free/open-source repo intelligence for coding agents: exact lookup, tests, commands, artifacts, validation paths before the model call. #SaveTheTokens #AItools #OSS #Claude #Codex #AI #LLM #DevTools github.com/mikeanderson42/TopoAccess
April 28, 2026 at 2:07 PM
Small ask: repost so more builders can save usage. TopoAccess is free/open-source repo intelligence for coding agents: exact lookup, tests, commands, artifacts, validation paths before the model call. #SaveTheTokens #AItools #OSS #Claude #Codex #AI #LLM #DevTools github.com/mikeanderson42/TopoAccess
The next efficiency layer for coding agents is not another prompt trick. It is local repo intelligence before the LLM call. Exact context in, less token burn out. TopoAccess is free/open-source. #SaveTheTokens #AI #LLM #DevTools #OpenSource #AICoding github.com/mikeanderson42/TopoAccess
April 27, 2026 at 8:55 PM
The next efficiency layer for coding agents is not another prompt trick. It is local repo intelligence before the LLM call. Exact context in, less token burn out. TopoAccess is free/open-source. #SaveTheTokens #AI #LLM #DevTools #OpenSource #AICoding github.com/mikeanderson42/TopoAccess
Free, local, GPU-free: TopoAccess helps coding agents find exact files, tests, commands, artifacts, and validation paths before the model call. Less context burn. Faster loops. #SaveTheTokens #LLM #ClaudeCode #Codex #DevTools github.com/mikeanderson42/TopoAccess
April 28, 2026 at 12:43 PM
Free, local, GPU-free: TopoAccess helps coding agents find exact files, tests, commands, artifacts, and validation paths before the model call. Less context burn. Faster loops. #SaveTheTokens #LLM #ClaudeCode #Codex #DevTools github.com/mikeanderson42/TopoAccess
Using Codex, Claude Code, Cursor, Aider, OpenHands, or OpenClaw? TopoAccess is a free local first stop that helps agents avoid noisy repo dumps and unnecessary calls. #SaveTheTokens #Claude #Codex #Cursor #Aider #OpenSource #DevTools github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:02 PM
Using Codex, Claude Code, Cursor, Aider, OpenHands, or OpenClaw? TopoAccess is a free local first stop that helps agents avoid noisy repo dumps and unnecessary calls. #SaveTheTokens #Claude #Codex #Cursor #Aider #OpenSource #DevTools github.com/mikeanderson42/TopoAccess
Every token spent rediscovering a file path is a token not spent reasoning. TopoAccess moves repo discovery local so coding agents can work from exact files, tests, commands, and validation paths. #SaveTheTokens #AICoding #DevTools github.com/mikeanderson42/TopoAccess
April 27, 2026 at 10:40 PM
Every token spent rediscovering a file path is a token not spent reasoning. TopoAccess moves repo discovery local so coding agents can work from exact files, tests, commands, and validation paths. #SaveTheTokens #AICoding #DevTools github.com/mikeanderson42/TopoAccess
Public fixtures showed 93.07% avg assisted token savings. Real savings vary, but the principle is simple: do deterministic repo lookup locally before spending model context. #SaveTheTokens #AICoding #OpenSource #LLM github.com/mikeanderson42/TopoAccess #ClaudeAI #Claude #Codex #OpenClaw #LLM #CLI
April 27, 2026 at 10:53 PM
Public fixtures showed 93.07% avg assisted token savings. Real savings vary, but the principle is simple: do deterministic repo lookup locally before spending model context. #SaveTheTokens #AICoding #OpenSource #LLM github.com/mikeanderson42/TopoAccess #ClaudeAI #Claude #Codex #OpenClaw #LLM #CLI
Every repeated repo scan is usage you paid for. TopoAccess is a free sidecar that lets agents ask the repo locally, then pass the model a clean context slice. Save tokens. Speed up work. #SaveTheTokens #AItools #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
April 28, 2026 at 12:44 PM
Every repeated repo scan is usage you paid for. TopoAccess is a free sidecar that lets agents ask the repo locally, then pass the model a clean context slice. Save tokens. Speed up work. #SaveTheTokens #AItools #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
Tokens are the new cloud bill. Every repo dump, repeated search, and blind agent scan burns context you paid for. TopoAccess helps coding agents ask the repo first and send only what matters. #SaveTheTokens #AI #LLM #DevTools #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
April 27, 2026 at 8:46 PM
Tokens are the new cloud bill. Every repo dump, repeated search, and blind agent scan burns context you paid for. TopoAccess helps coding agents ask the repo first and send only what matters. #SaveTheTokens #AI #LLM #DevTools #AICoding #OpenSource github.com/mikeanderson42/TopoAccess
Context waste is a community problem now. If your team, tool list, or dev Discord talks about AI coding costs, point them at TopoAccess. Free local repo lookup before paid model context. #SaveTheTokens #AItools #OpenSource #Claude #Codex #Free #LLM #DevTools github.com/mikeanderson42/TopoAccess
April 28, 2026 at 12:55 PM
Context waste is a community problem now. If your team, tool list, or dev Discord talks about AI coding costs, point them at TopoAccess. Free local repo lookup before paid model context. #SaveTheTokens #AItools #OpenSource #Claude #Codex #Free #LLM #DevTools github.com/mikeanderson42/TopoAccess
If you know a team trying to lower AI coding usage, point them at TopoAccess. It is free, local, model-agnostic, and built to cut context waste before paid API calls. #SaveTheTokens #LLM #DevTools #OpenSource #CodeSearch #Dev #Claude #Codex #AI #TryItOut github.com/mikeanderson42/TopoAccess
April 28, 2026 at 1:58 PM
If you know a team trying to lower AI coding usage, point them at TopoAccess. It is free, local, model-agnostic, and built to cut context waste before paid API calls. #SaveTheTokens #LLM #DevTools #OpenSource #CodeSearch #Dev #Claude #Codex #AI #TryItOut github.com/mikeanderson42/TopoAccess
AI coding tools are racing toward bigger context. TopoAccess asks the opposite question: how much context can we avoid sending at all? Ask the repo before the model. #SaveTheTokens #LLM #CodeSearch #OpenSource github.com/mikeanderson42/TopoAccess
April 27, 2026 at 10:41 PM
AI coding tools are racing toward bigger context. TopoAccess asks the opposite question: how much context can we avoid sending at all? Ask the repo before the model. #SaveTheTokens #LLM #CodeSearch #OpenSource github.com/mikeanderson42/TopoAccess
Bigger context windows made repo dumps easier. They did not make them smarter. TopoAccess helps agents find exact repo facts locally before the model spends tokens guessing. #SaveTheTokens #AI #CodeSearch #DevTools github.com/mikeanderson42/TopoAccess
April 27, 2026 at 9:03 PM
Bigger context windows made repo dumps easier. They did not make them smarter. TopoAccess helps agents find exact repo facts locally before the model spends tokens guessing. #SaveTheTokens #AI #CodeSearch #DevTools github.com/mikeanderson42/TopoAccess
Want more usage from the same AI budget? Stop treating the model like grep. TopoAccess gives coding agents a local repo-intelligence layer before the API call. #SaveTheTokens #AICoding #DevTools #OpenSource github.com/mikeanderson42/TopoAccess
April 27, 2026 at 10:52 PM
Want more usage from the same AI budget? Stop treating the model like grep. TopoAccess gives coding agents a local repo-intelligence layer before the API call. #SaveTheTokens #AICoding #DevTools #OpenSource github.com/mikeanderson42/TopoAccess
Free tool, immediate win: stop spending paid model context on repo discovery. TopoAccess asks local files first, then sends exact paths, tests, commands, and validation context to the agent. #SaveTheTokens #AICoding #DevTools #OpenSource github.com/mikeanderson42/TopoAccess
April 28, 2026 at 12:42 PM
Free tool, immediate win: stop spending paid model context on repo discovery. TopoAccess asks local files first, then sends exact paths, tests, commands, and validation context to the agent. #SaveTheTokens #AICoding #DevTools #OpenSource github.com/mikeanderson42/TopoAccess
Free tool, immediate target: stop spending model calls on repo discovery. TopoAccess asks local files first, then sends exact context to the agent. More usage from the same budget. #SaveTheTokens #DevTools #AICoding #OpenSource #Claude #Codex github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:01 PM
Free tool, immediate target: stop spending model calls on repo discovery. TopoAccess asks local files first, then sends exact context to the agent. More usage from the same budget. #SaveTheTokens #DevTools #AICoding #OpenSource #Claude #Codex github.com/mikeanderson42/TopoAccess
Cheaper API calls start before the API call. Ask the repo locally, send the model precise context, and stop burning tokens on noisy repo dumps. TopoAccess is built for that workflow. #SaveTheTokens #LLM #DevTools #AICoding github.com/mikeanderson42/TopoAccess
April 27, 2026 at 9:02 PM
Cheaper API calls start before the API call. Ask the repo locally, send the model precise context, and stop burning tokens on noisy repo dumps. TopoAccess is built for that workflow. #SaveTheTokens #LLM #DevTools #AICoding github.com/mikeanderson42/TopoAccess
Want more usage from the same AI budget? Stop paying models to rediscover files your repo already has. TopoAccess gives coding agents exact local context first: files, tests, commands, artifacts. #SaveTheTokens #AICoding #DevTools github.com/mikeanderson42/TopoAccess
April 27, 2026 at 9:01 PM
Want more usage from the same AI budget? Stop paying models to rediscover files your repo already has. TopoAccess gives coding agents exact local context first: files, tests, commands, artifacts. #SaveTheTokens #AICoding #DevTools github.com/mikeanderson42/TopoAccess
Free, local, no GPU needed: TopoAccess helps coding agents avoid spending tokens on basic repo lookup. Find exact files, tests, commands, and validation paths before the LLM call. #SaveTheTokens #OpenSource #DeveloperTools #LLM #AICoding #CodeSearch github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:04 PM
Free, local, no GPU needed: TopoAccess helps coding agents avoid spending tokens on basic repo lookup. Find exact files, tests, commands, and validation paths before the LLM call. #SaveTheTokens #OpenSource #DeveloperTools #LLM #AICoding #CodeSearch github.com/mikeanderson42/TopoAccess
Repost for anyone hitting AI usage caps. TopoAccess is free and helps agents save tokens by finding exact files, tests, commands, artifacts, and validation paths locally first. #SaveTheTokens #AItools #AICoding #ClaudeCode #Cursor #Codex #OSS github.com/mikeanderson42/TopoAccess
April 29, 2026 at 4:16 PM
Repost for anyone hitting AI usage caps. TopoAccess is free and helps agents save tokens by finding exact files, tests, commands, artifacts, and validation paths locally first. #SaveTheTokens #AItools #AICoding #ClaudeCode #Cursor #Codex #OSS github.com/mikeanderson42/TopoAccess
Tool hunters: this is the boring efficiency layer AI coding needs. TopoAccess is free repo intelligence that helps agents spend fewer calls finding context and more calls doing work. #SaveTheTokens #ToolsForThought #AItools #DevTools #OpenSource #Codex github.com/mikeanderson42/TopoAccess
April 27, 2026 at 11:04 PM
Tool hunters: this is the boring efficiency layer AI coding needs. TopoAccess is free repo intelligence that helps agents spend fewer calls finding context and more calls doing work. #SaveTheTokens #ToolsForThought #AItools #DevTools #OpenSource #Codex github.com/mikeanderson42/TopoAccess