Fetching from the wire…
Tools2026-09-21 · source-backed
tokencut wraps a command (tokencut run -- pytest -v) and folds known-noisy output while keeping diagnostics, with omitted text retrievable by reference. Its built-in pytest fixture goes from 1,562 tokens to 174 including the recovery notice, and tokencut demo --json reproduces it with no model calls. The README is explicit that this is a local tokenizer estimate and not a billing claim. Default filtering preserves unfamiliar output and stronger truncation is opt-in, which is the right default for anything sitting between an agent and its test suite.
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Carloscodix/qapla hit the HN front page at 41 points one day after creation, 43 stars, Apache 2.0. The explicit claim is training, not inference: the complete loop with backpropagation by hand on an ESP32-S3. A curiosity, not a product. But it's a clean floor estimate for trai...
monid-ai/monid, MIT-licensed at 214 stars since August 26, fronts 2,000+ tools across 72+ providers behind one base URL and API key, with per-call endpoint selection using live pricing and observed p50/p95 health data. Its distinguishing choice is billing on the actual API res...
RTK has almost 80,000 GitHub stars and a simple promise. It sits between your coding agent and the shell, trims noisy command output before the model reads it, and claims 60-90% savings. Quesma ran it on Terminal-Bench 2.1 and found costs went up. With RTK on, average cost per...
Forsy-AI/biosecurity-agent installs via npx @forsy/biosecurity-agent and builds a live target-centred world from official sources, scientific literature, news, open web, public OSINT and sensor data, refreshing in the background and restoring targets and watchers across restar...
mksglu/context-mode (19,893 stars, 1,430 forks, ELv2) is an MCP server attacking context burn four ways: sandboxing tool output so raw data never enters the window, tracking every file edit, git operation, task, and error in SQLite with FTS5/BM25 retrieval after compaction, en...
~248 stars today, 1,251 total, Rust, AGPL-3.0, unifying email, chat, docs, tasks, agents, calls and CRM with @-linking across all of them backed by shared memory (GitHub). The claim is that agent usefulness is bounded by context fragmentation, so you collapse the tools instead...
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