Zero Heap Allocations at 1.18 GB/s: Deep Dive into ForgeZero 4.0.x

Published: (May 25, 2026 at 11:14 AM EDT)
2 min read
Source: Dev.to

Source: Dev.to

Performance Metrics

MetricResult
Data throughput~1.18 GB/s steady state
File hashing (100 MB)~78–84 ms
Memory footprint0 allocs/op across all hot‑path runs
goos: linux
goarch: amd64
BenchmarkHadesEngine/Process100MB-8   14   78411200 ns/op   0 B/op   0 allocs/op

By completely avoiding heap allocations on critical execution paths, ForgeZero bypasses Go’s garbage collector entirely, achieving deterministic latency similar to C or Rust.

Architecture Overview

ForgeZero’s compiler architecture relies on three internal layers. The file‑system sub‑engine (fs, seal, and the linker/assembler modules) was fully overhauled to eliminate heap allocations.

File System Sub‑Engine

  • Pre‑allocated memory arenas and sliding ring buffers.
  • Handles path strings via direct string → []byte headers (unsafe.Pointer), dodging typical heap allocation penalties.
  • No new byte slices or strings are created during recursive scans.

Dynamic Parallelization

  • Single file: matches input files directly to object targets.

    fz -asm boot.asm
  • Directory: parses whole structures recursively.

    fz -dir ./src

Link‑Level Degradation System

  • Try GCC compilation.
  • Fallback to gcc -no-pie if position‑independent execution fails.
  • Degrade cleanly to a bare ld link for completely naked environments.

For strict bare‑metal control, developers can override automated link behaviors via targeted CLI flags:

  • -mode c — explicitly lock execution through GCC.
  • -mode raw — bypass safety overrides and link unmanaged binaries directly with raw ld.

Patch 4.0.1 Highlights

  • Silent‑by‑Default Pipeline – Errors are trapped and viewable in full via the -verbose flag; successful builds display a clean single‑line state block (e.g., Built: program.out).
  • Collision Resolutionmain.asm and main.s now map correctly to independent main_asm.o and main_s.o components without cross‑contamination.
  • Garbage Cleanup – Clean runtime structures ensure all cross‑compilation objects (.fz_objs temporary workspaces) are recursively pruned using zero‑allocation OS system calls.

Installation

# Pull the latest bare‑metal builder package directly via Go
go install github.com/forgezero-cli/forgezero@latest

Make sure your underlying assembly tools (nasm, fasm, ld, etc.) are globally available in your system $PATH.

Explore the fully‑tested source tree, architecture specs, and documentation at the official ForgeZero GitHub repository.

0 views
Back to Blog

Related posts

Read more »

Performance of Rust Language [pdf]

Goal Rust is defined as a safe, low‑level, system programming language directly competing with C++. How much does it pay for safety in terms of performance? Ca...