Loading theme preference
Ilia Bukin

Blog

Jev: the System One model that answers software with probabilities instead of prose
TypeSafe AI is out of stealth with Jev, a "System One model" that skips text generation and answers software with typed, calibrated probabilities at 70-500ms and $0.042/MTok input. Here's how the API works, where it fits in the agent loop, and what the evals actually show.
Sep 19, 2026AImodelsagentsTypeSafeJev
OpenSpec: the spec layer that gets AI coding agents to plan before they code
Fission AI's OpenSpec is riding a wave: 69.5k stars, a rebuilt "actions, not phases" workflow, and a Hacker News thread that loves and hates it in equal measure. Here's what it does and what the debate gets right.
Sep 19, 2026AI coding agentsspec-driven developmentOpenSpecopen source
Open Code Review: the deterministic review CLI that beats general-purpose agents at a ninth of the tokens
Alibaba's `ocr` splits code review between deterministic pipelines and an LLM agent, and its own benchmark says the harness around the model matters more than the model.
Sep 18, 2026AI agentscode reviewdevtoolscliopen sourcellm
Cloudflare's security-audit skill: a coding-agent harness that won't grade its own homework
Cloudflare released the coding-agent skill behind its fleet-wide vulnerability discovery harness. It's a six-phase audit with hand-written validators and adversarial validation baked into the structure.
Sep 17, 2026
Datamimic: the deterministic test-data engine that stops coding agents from grading their own homework
A field worker and a dispatcher saw two different systems from the same four appointments. DATAMIMIC's answer: make test data a versioned, deterministic specification the agent can't fudge.
Sep 16, 2026
Worktrunk: the Rust CLI that makes parallel AI agents play nice with git
Worktrunk is a Rust CLI for git worktree management built for running AI coding agents in parallel. It wraps switch, list, remove, and merge into three core commands, adds hooks and approval gates, and ships plugins for Claude Code, Codex, OpenCode, Pi, and Gemini CLI.
Sep 15, 2026gitworktreesAI agentsdeveloper toolsrustclaude-code
colibri: the pure-C engine that streams 744B+ MoE models off your NVMe
colibrì v1.11.0 adds a ninth model family and keeps proving its core bet: a 744B to 2.8T MoE model doesn't need to fit in fast memory, it needs to be placed across VRAM, RAM, and NVMe.
Sep 14, 2026inferencemoelocal-llmcopensource
rtk: the Rust "token killer" that compresses agent shell output
rtk is a Rust CLI proxy that compresses the shell output coding agents read. It can cut up to 90% of the bash output, and its own docs are refreshingly honest about why that is not the same as a 90% cheaper bill.
Sep 13, 2026
litelm: LiteLLM's routing core in ~2,900 lines and two dependencies
litelm rebuilds LiteLLM's model-routing and message-translation core in ~2,900 lines with two dependencies, no proxy, and no Router class.
Sep 12, 2026pythonllmopen-sourceai
context-mode: the MCP server that keeps raw tool output out of your agent's context window
A look at context-mode, the trending open-source MCP server that sandboxes tool output to keep raw bytes out of your agent's context window.
Sep 11, 2026
text-to-cad: the agent-skills library that turns prompts into STEP files, robots, and G-code
text-to-cad is an open-source agent-skills library that installs into a coding agent and produces real CAD files from local sources, running from a one-line request down to sliced G-code. Built on build123d and Open Cascade, it validates its own geometry and is trending on GitHub around 15,000 stars.
Sep 10, 2026
Chrome DevTools MCP: the official bridge that hands your coding agent a live DevTools session
Google's official MCP server that puts a live Chrome DevTools session in your coding agent's hands just shipped v1.9.0.
Sep 9, 2026
HyperFrames: HeyGen open-sourced its HTML-to-MP4 engine, built for AI agents
HeyGen open-sourced HyperFrames, the framework that treats a video as an HTML file with timing attributes and renders it to a deterministic MP4, with 20 agent skills and a Remotion-style CLI.
Sep 8, 2026videoopen-sourceAI agentsHeyGen
Mador: a tiny runtime that just makes the DOM reactive
A ~80-line, 855-byte runtime that wires reactive state to the DOM you already have
Sep 7, 2026javascriptfrontendreactive
Magnitude: an open-source inference server that picks your local LLM for you
An open source inference server that profiles your machine, recommends local models that fit, and plugs into the coding agent you already use. Trending on GitHub now.
Sep 6, 2026
llgo: a Go compiler that lowers C, Python, and JS into native calls
An LLVM-based Go compiler that calls C, Python, and JS through the C ABI, no cgo stack transitions in the hot path.
Sep 5, 2026
Archify: the trending agent skill that makes coding agents draw diagrams that check themselves
Archify makes coding agents emit a typed JSON intermediate representation instead of free-handing diagrams, so a deterministic renderer and validator can check schema, layout, and routes before shipping one self-contained HTML file. It validates structure — not whether the agent understood the code — so the result still needs your review.
Sep 4, 2026
God's Eye View: the open-source "spy satellite" simulator is #1 on GitHub Trending
It looks like a spy thriller cockpit, but the data is real. God's Eye View fuses public OSINT feeds onto a 3D globe, went #1 on GitHub Trending this week, and just went open source under MIT.
Sep 3, 2026
Wasmi 2.0: the Rust Wasm interpreter got a threaded-code rewrite and a 2.2x speedup
Wasmi 2.0 rewrites its interpreter core around accumulator registers, threaded code, and a lock-free CodeMap, and lands a ~2.2x speedup over 1.0.
Sep 2, 2026
DoltLite hits beta: SQLite with Git-style version control, built on ~2,000 agent pull requests
DoltHub's SQLite fork with a prolly tree storage engine hit beta at v0.50.0: frozen storage format, Git-style branches and remotes, and a documented write tax.
Sep 1, 2026
Node 26.8.0 adds a real ZIP archive API to `node:zlib`
Node 26.8.0 adds an experimental but genuinely usable ZIP archive API to node:zlib via ZipBuffer, ZipEntry, and ZipFile, plus a non-throwing MIMEType.parse(), SIV/GCM-SIV cipher modes, and a stable TracingChannel.
Aug 31, 2026nodejszlibziprelease-notes
vphone-cli: run a real iPhone VM on Apple Silicon with the research bits Apple shipped
A full iPhone image — Apple's own iOS VM kernel from PCC research firmware paired with the iOS user space — boots on Apple Silicon through Apple's Virtualization.framework, no emulator involved. vphone-cli turns the manual research process into commands for a headless virtual iPhone you can drive from an agent.
Aug 30, 2026
htmx 4.0 is here: `fetch()` under the hood, explicit inheritance, and morph swaps in the core
htmx 4.0 ships after eight months of work, dropping XMLHttpRequest for the native fetch() API while adding explicit attribute inheritance, standardized event names, morphing swaps, and streaming HTML to the core. Here's what changes, what's new, and how the team is rolling it out without breaking the 2.x line.
Aug 29, 2026
How Cloudflare slimmed 1.1.1.1's DNS cache by 56% and freed 100 TB of RAM
Five Rust memory-layout changes cut 1.1.1.1's per-entry DNS cache footprint from 953 bytes to 420 bytes, freed roughly 100 TB of RAM across the fleet, and made the cache faster.
Aug 28, 2026rustdnscloudflareperformancememory
Agent Lightning v1.0: Microsoft's ~3,500-line RL framework for training agents without touching their code
Microsoft's Agent Lightning 1.0 is a ~3,500-line RL framework for training agents without touching their code, using a proxy-based "harnessed agentic RL" approach that moved Qwen3.5-9B on SWE-bench Verified from 41.8% to 56.4% using just 6K training samples.
Aug 27, 2026
LatticeDB is an embedded graph database that wants to be SQLite for connected data
A new embedded, single-file graph database that bundles traversal, vector search, and full-text search into one query layer, launched this week on Hacker News.
Aug 26, 2026databasesgraphembeddedvector-search
Apache Maka: a local-first agent runtime claims the append-only log as its source of truth
Apache Maka is an Apache-incubating agent runtime whose whole design rests on treating an append-only execution log as the source of truth, with the chat UI and model context as projections over it.
Aug 25, 2026ai-agentsapacheevent-sourcinglocal-firsttypescript
Omarchy is DHH's bid to make "the Year of Linux on the Desktop" real, and it just got an $8M foundation
Omarchy, DHH's Arch-based, opinionated Linux desktop incubated at 37signals, is now backed by an $8 million nonprofit foundation, with AI coding agents as first-class citizens and an exclusive sponsorship of Hyprland, in a bid to make the "Year of Linux on the Desktop" real.
Aug 24, 2026linuxdhharch-linuxhyprlandopen-source
OpenLogi is a Rust, no-account replacement for Logitech Options+
OpenLogi is a native, local-first replacement for Logitech's Options+ written in Rust, remapping buttons, DPI, SmartShift, keyboard lighting, and webcam settings without an account or telemetry, treating Linux as a first-class platform.
Aug 23, 2026rustlinuxlogitechhardwarelocal-first
Rust Glancer is a Rust LSP that keeps idle RAM under 100 MB
A new Rust LSP trades incremental indexing for frozen workspaces offloaded to disk, keeping idle RAM under 100 MB.
Aug 22, 2026rustlspeditorperformance
TanStack Table v9 is here: a rewritten core, Store-backed state, and 10 framework adapters
TanStack Table v9 is now stable, capping more than two years of work. It brings a rewritten tree-shakable plugin core, state backed by TanStack Store, ten framework adapters, sharper types, and faster performance at scale, plus new features like cell selection and cell spanning.
Aug 21, 2026typescriptreacttanstackfrontendopen-source
Go 1.27 is out: generic methods finally land, and post-quantum crypto ships in the standard library
Go 1.27 shipped today with long-awaited generic methods, post-quantum crypto (crypto/mldsa, MLKEM1024) in the standard library, a faster encoding/json v2 migration, and a GA goroutineleak profile.
Aug 20, 2026gogolangreleasepost-quantumsecurityencoding/json