Fragmented Toolchains
Engineers spend hours — sometimes days — on manual environment setup per project. Zero standardization across institutional or enterprise boundaries. Every new machine is a fresh battle.
The Execution Intelligence Infrastructure for AI-Native EDA. Atlas maps every pitfall, dead-end, and broken trace in the silicon landscape.
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Simulated interactive IDE telemetry layer. Click "Run Simulation" to compile.
module alu_top (input clk,input rst_n,input [31:0] data_in,output [31:0] data_out);// Atlas: Analyzing design...reg [31:0] acc;always_ff @(posedge clk) beginif (!rst_n) beginacc <= 32'b0;end else if (valid & ready) begin// data_out <= data_in; ← Atlas fix appliedacc <= data_in;endendalways_comb begin// Mapping features to atlas...case (op)2'b00: y = a + b;2'b01: y = a - b;2'b10: y = a & b;default: y = 4'h0;endcaseendassign data_out = acc;endmodule

The global semiconductor industry is entering a supercycle projected to reach $1.6T by 2030 — yet foundational workflows remain trapped in a 1990s paradigm.
Engineers spend hours — sometimes days — on manual environment setup per project. Zero standardization across institutional or enterprise boundaries. Every new machine is a fresh battle.
Critical Quality-of-Results metrics — LUT/FF/BRAM utilization, timing summaries, routing congestion — are generated by compilers and immediately discarded when the terminal closes. Your most valuable data, gone.
Every synthesis failure is a black box. The cycle of code → compile → synthesize → route → fail → parse cryptic logs → recode destroys both velocity and engineer morale. There is no institutional memory.
FPGA verification traditionally requires dedicated hardware connected at all times. This prevents modern, cloud-native functional validation and locks teams to physical labs.
The real cost: Highly compensated engineers spend the majority of their design cycles not on novel architecture, but on environment bootstrapping, manual error triage, and execution reproducibility failures. This is not a talent deficit — it is a systemic infrastructure failure.
TapeItOut is not a new synthesis engine. It is a telemetry-driven orchestration layer — sitting above your existing EDA tools and below your design engineer. Atlas analyzes the design, charts the optimal route, and forges correct RTL.
Deep static analysis of your design graph — identifying critical paths, timing bottlenecks, and resource utilization patterns before synthesis begins.
The Failure Atlas — built from thousands of prior runs — guides Atlas to select the optimal tool sequence, constraint profile, and floorplan strategy.
The Antigravity retry loop patches, re-synthesizes, and re-routes deterministically — the same RTL yields the same GDSII on any machine, every time.

TapeItOut seamlessly moves designs through four distinct execution stages — wrapping open-source and proprietary tools in an automated, observable pipeline.
LLM-generated UVM boilerplate
Writing and achieving coverage on testbenches is the highest-friction phase of logic design. Atlas reads the RTL and instantly generates the massive Universal Verification Methodology boilerplate required — agents, drivers, monitors. Natural language chip specifications are translated directly into SystemVerilog Assertions.
Headless FPGA orchestration
Targeting millions of students and researchers, this layer severs the hardware tether. Orchestrates Vivado and Vitis HLS via batch Tcl invocation on Windows and Linux. The "Antigravity" retry loop ingests raw compiler logs, reads the Failure Atlas, deterministically patches the Verilog code, and re-triggers simulation until it passes.
Deterministic RTL-to-GDSII
A complete orchestration pipeline for the open-source ASIC flow. Orchestrates LibreLane, OpenROAD, OpenSTA, and Magic to create hash-verified artifact bundles. The same RTL yields the exact same GDSII on any machine — full determinism. QoR Scoring & Regression tracks Worst Negative Slack and Total Negative Slack deltas across runs.
Tool-agnostic physical verification
Accepts GDSII from any ecosystem — Cadence, Synopsys, or open-source — and runs standardized DRC, LVS checks. GLI-TRC generates a cryptographically signed, versioned report guaranteeing MPW (Multi-Project Wafer) submission readiness. The final stamp of authority before your silicon goes to the fab.
The same broken RTL. Before and after Atlas gets its hands on it. This is what execution intelligence looks like in production.
Join the Beta
Join the engineers who are already mapping the unknown. TapeItOut beta is open — Atlas is ready to chart your path.
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